In this project, you'll use generative adversarial networks to generate new images of faces.
You'll be using two datasets in this project:
Since the celebA dataset is complex and you're doing GANs in a project for the first time, we want you to test your neural network on MNIST before CelebA. Running the GANs on MNIST will allow you to see how well your model trains sooner.
If you're using FloydHub, set data_dir to "/input" and use the FloydHub data ID "R5KrjnANiKVhLWAkpXhNBe".
data_dir = './data'
# FloydHub - Use with data ID "R5KrjnANiKVhLWAkpXhNBe"
#data_dir = '/input'
"""
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"""
import helper
helper.download_extract('mnist', data_dir)
helper.download_extract('celeba', data_dir)
Found mnist Data Found celeba Data
alpha = 0.15
show_n_images = 25
"""
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"""
%matplotlib inline
import os
from glob import glob
from matplotlib import pyplot
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'mnist/*.jpg'))[:show_n_images], 28, 28, 'L')
pyplot.imshow(helper.images_square_grid(mnist_images, 'L'), cmap='gray')
<matplotlib.image.AxesImage at 0x7fce36ed61d0>
The CelebFaces Attributes Dataset (CelebA) dataset contains over 200,000 celebrity images with annotations. Since you're going to be generating faces, you won't need the annotations. You can view the first number of examples by changing show_n_images.
show_n_images = 25
"""
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"""
mnist_images = helper.get_batch(glob(os.path.join(data_dir, 'img_align_celeba/*.jpg'))[:show_n_images], 28, 28, 'RGB')
pyplot.imshow(helper.images_square_grid(mnist_images, 'RGB'))
<matplotlib.image.AxesImage at 0x7fce36e13c50>
Since the project's main focus is on building the GANs, we'll preprocess the data for you. The values of the MNIST and CelebA dataset will be in the range of -0.5 to 0.5 of 28x28 dimensional images. The CelebA images will be cropped to remove parts of the image that don't include a face, then resized down to 28x28.
The MNIST images are black and white images with a single color channel while the CelebA images have 3 color channels (RGB color channel).
You'll build the components necessary to build a GANs by implementing the following functions below:
model_inputsdiscriminatorgeneratormodel_lossmodel_opttrainThis will check to make sure you have the correct version of TensorFlow and access to a GPU
"""
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"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.0'), 'Please use TensorFlow version 1.0 or newer. You are using {}'.format(tf.__version__)
print('TensorFlow Version: {}'.format(tf.__version__))
# Check for a GPU
if not tf.test.gpu_device_name():
warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.0.1 Default GPU Device: /gpu:0
Implement the model_inputs function to create TF Placeholders for the Neural Network. It should create the following placeholders:
image_width, image_height, and image_channels.z_dim.Return the placeholders in the following the tuple (tensor of real input images, tensor of z data)
import problem_unittests as tests
def model_inputs(image_width, image_height, image_channels, z_dim):
"""
Create the model inputs
:param image_width: The input image width
:param image_height: The input image height
:param image_channels: The number of image channels
:param z_dim: The dimension of Z
:return: Tuple of (tensor of real input images, tensor of z data, learning rate)
"""
# TODO: Implement Function
img = tf.placeholder(tf.float32, shape=[None, image_width, image_height, image_channels], name='input_z')
inputs_z = tf.placeholder(tf.float32, shape=[None, z_dim], name='input_z')
lr = tf.placeholder(tf.float32, name='lr')
return img, inputs_z, lr
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed
Implement discriminator to create a discriminator neural network that discriminates on images. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "discriminator" to allow the variables to be reused. The function should return a tuple of (tensor output of the generator, tensor logits of the generator).
def discriminator(images, reuse=False):
"""
Create the discriminator network
:param image: Tensor of input image(s)
:param reuse: Boolean if the weights should be reused
:return: Tuple of (tensor output of the discriminator, tensor logits of the discriminator)
"""
# print('discriminator')
# print('images: ', images)
# TODO: Implement Function
with tf.variable_scope('discriminator', reuse=reuse):
# Input layer is ?x28x28x3
x1 = tf.layers.conv2d(images, 64, 5, strides=2, padding='same',
kernel_initializer = tf.random_normal_initializer(stddev=0.02))
relu1 = tf.maximum(0.02 * x1, x1)
relu1 = tf.layers.dropout(relu1, rate=0.5)
# 14x14x64
# print(x1)
x2 = tf.layers.conv2d(relu1, 128, 5, strides=2, padding='same',
kernel_initializer = tf.random_normal_initializer(stddev=0.02))
bn2 = tf.layers.batch_normalization(x2, training=True)
relu2 = tf.maximum(0.02 * bn2, bn2)
relu2 = tf.layers.dropout(relu2, rate=0.5)
# 7x7x128
# print(x2)
x3 = tf.layers.conv2d(relu2, 256, 5, strides=2, padding='same',
kernel_initializer = tf.random_normal_initializer(stddev=0.02))
bn3 = tf.layers.batch_normalization(x3, training=True)
relu3 = tf.maximum(0.02 * bn3, bn3)
relu3 = tf.layers.dropout(relu3, rate=0.5)
# 4x4x256
# print(x3)
# Flatten it
flat = tf.reshape(relu3, (-1, 4*4*256))
logits = tf.layers.dense(flat, 1)
# print(logits)
out = tf.sigmoid(logits)
# print('discriminator out: ', out)
return out, logits
"""
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"""
tests.test_discriminator(discriminator, tf)
Tests Passed
Implement generator to generate an image using z. This function should be able to reuse the variabes in the neural network. Use tf.variable_scope with a scope name of "generator" to allow the variables to be reused. The function should return the generated 28 x 28 x out_channel_dim images.
def generator(z, out_channel_dim, is_train=True):
"""
Create the generator network
:param z: Input z
:param out_channel_dim: The number of channels in the output image
:param is_train: Boolean if generator is being used for training
:return: The tensor output of the generator
"""
# print('generator')
# print('out_channel_dim: ', out_channel_dim)
# TODO: Implement Function
with tf.variable_scope('generator', reuse=not is_train):
# First fully connected layer
x1 = tf.layers.dense(z, 7*7*512)
# Reshape it to start the convolutional stack
x1 = tf.reshape(x1, (-1, 7, 7, 512))
# x1 = tf.layers.batch_normalization(x1, training=training)
x1 = tf.maximum(alpha * x1, x1)
# 7x7x512 now
# print(x1)
x2 = tf.layers.conv2d_transpose(x1, 256, 5, strides=1, padding='same')
x2 = tf.layers.batch_normalization(x2, training=is_train)
x2 = tf.maximum(alpha * x2, x2)
# 7x7x256 now
# print(x2)
x3 = tf.layers.conv2d_transpose(x2, 128, 5, strides=2, padding='same')
x3 = tf.layers.batch_normalization(x3, training=is_train)
x3 = tf.maximum(alpha * x3, x3)
# 14x14x128 now
# print(x3)
x4 = tf.layers.conv2d_transpose(x3, 64, 5, strides=2, padding='same')
x4 = tf.layers.batch_normalization(x4, training=is_train)
x4 = tf.maximum(alpha * x4, x4)
# Output layer
logits = tf.layers.conv2d_transpose(x4, out_channel_dim, 5, strides=1, padding='same')
# 28x28x3 now
# print(logits)3
out = tf.tanh(logits)
return out
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_generator(generator, tf)
Tests Passed
Implement model_loss to build the GANs for training and calculate the loss. The function should return a tuple of (discriminator loss, generator loss). Use the following functions you implemented:
discriminator(images, reuse=False)generator(z, out_channel_dim, is_train=True)def model_loss(input_real, input_z, out_channel_dim):
"""
Get the loss for the discriminator and generator
:param input_real: Images from the real dataset
:param input_z: Z input
:param out_channel_dim: The number of channels in the output image
:return: A tuple of (discriminator loss, generator loss)
"""
# TODO: Implement Function
# print('Generator for fake images...')
g_model = generator(input_z, out_channel_dim)
# print('Passing discriminator with real images...')
d_model_real, d_logits_real = discriminator(input_real)
# print('Passing discriminator with fake images...')
d_model_fake, d_logits_fake = discriminator(g_model, reuse=True)
d_loss_real = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_real, labels=tf.ones_like(d_model_real)))
d_loss_fake = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.zeros_like(d_model_fake)))
g_loss = tf.reduce_mean(
tf.nn.sigmoid_cross_entropy_with_logits(logits=d_logits_fake, labels=tf.ones_like(d_model_fake)))
d_loss = d_loss_real + d_loss_fake
return d_loss, g_loss
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_loss(model_loss)
Tests Passed
Implement model_opt to create the optimization operations for the GANs. Use tf.trainable_variables to get all the trainable variables. Filter the variables with names that are in the discriminator and generator scope names. The function should return a tuple of (discriminator training operation, generator training operation).
def model_opt(d_loss, g_loss, learning_rate, beta1):
"""
Get optimization operations
:param d_loss: Discriminator loss Tensor
:param g_loss: Generator loss Tensor
:param learning_rate: Learning Rate Placeholder
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:return: A tuple of (discriminator training operation, generator training operation)
"""
# TODO: Implement Function
# Get weights and bias to update
t_vars = tf.trainable_variables()
d_vars = [var for var in t_vars if var.name.startswith('discriminator')]
g_vars = [var for var in t_vars if var.name.startswith('generator')]
# Optimize
d_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(d_loss, var_list=d_vars)
update_ops = tf.get_collection(tf.GraphKeys.UPDATE_OPS)
g_updates = [opt for opt in update_ops if opt.name.startswith('generator')]
with tf.control_dependencies(g_updates):
g_train_opt = tf.train.AdamOptimizer(learning_rate, beta1=beta1).minimize(g_loss, var_list=g_vars)
return d_train_opt, g_train_opt
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_opt(model_opt, tf)
Tests Passed
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
def show_generator_output(sess, n_images, input_z, out_channel_dim, image_mode):
"""
Show example output for the generator
:param sess: TensorFlow session
:param n_images: Number of Images to display
:param input_z: Input Z Tensor
:param out_channel_dim: The number of channels in the output image
:param image_mode: The mode to use for images ("RGB" or "L")
"""
cmap = None if image_mode == 'RGB' else 'gray'
z_dim = input_z.get_shape().as_list()[-1]
example_z = np.random.uniform(-1, 1, size=[n_images, z_dim])
samples = sess.run(
generator(input_z, out_channel_dim, False),
feed_dict={input_z: example_z})
images_grid = helper.images_square_grid(samples, image_mode)
pyplot.imshow(images_grid, cmap=cmap)
pyplot.show()
Implement train to build and train the GANs. Use the following functions you implemented:
model_inputs(image_width, image_height, image_channels, z_dim)model_loss(input_real, input_z, out_channel_dim)model_opt(d_loss, g_loss, learning_rate, beta1)Use the show_generator_output to show generator output while you train. Running show_generator_output for every batch will drastically increase training time and increase the size of the notebook. It's recommended to print the generator output every 100 batches.
# tf.reset_default_graph()
show_every=20
print_every=1
def train(epoch_count, batch_size, z_dim, learning_rate, beta1, get_batches, data_shape, data_image_mode):
"""
Train the GAN
:param epoch_count: Number of epochs
:param batch_size: Batch Size
:param z_dim: Z dimension
:param learning_rate: Learning Rate
:param beta1: The exponential decay rate for the 1st moment in the optimizer
:param get_batches: Function to get batches
:param data_shape: Shape of the data
:param data_image_mode: The image mode to use for images ("RGB" or "L")
"""
# TODO: Build Model
print(epoch_count)
print(batch_size)
print(z_dim)
print(learning_rate)
print(beta1)
print(data_shape)
print(data_image_mode)
image_width = data_shape[1]
image_height = data_shape[2]
image_channels = data_shape[3]
input_real, input_z, learning_rate_ = model_inputs(image_width, image_height, image_channels, z_dim)
d_loss, g_loss = model_loss(input_real, input_z, image_channels)
d_train_opt, g_train_opt = model_opt(d_loss, g_loss, learning_rate, beta1)
steps = 0
print('Starting Session...')
with tf.Session() as sess:
sess.run(tf.global_variables_initializer())
for epoch_i in range(epoch_count):
print('Epoch :', epoch_i)
for batch_images in get_batches(batch_size):
# TODO: Train Model
steps +=1
batch_images = batch_images*2.0
batch_z = np.random.uniform(-1, 1, size=(batch_size, z_dim))
_ = sess.run(d_train_opt, feed_dict={input_real: batch_images, input_z: batch_z})
_ = sess.run(g_train_opt, feed_dict={input_z: batch_z})
if steps % print_every == 0:
# At the end of each epoch, get the losses and print them out
train_loss_d = d_loss.eval({input_z: batch_z, input_real: batch_images})
train_loss_g = g_loss.eval({input_z: batch_z})
print("Epoch {}/{}...".format(epoch_i+1, epoch_count),
"Discriminator Loss: {:.4f}...".format(train_loss_d),
"Generator Loss: {:.4f}".format(train_loss_g))
if steps % show_every == 0:
show_generator_output(sess, 16, input_z, image_channels, data_image_mode)
Test your GANs architecture on MNIST. After 2 epochs, the GANs should be able to generate images that look like handwritten digits. Make sure the loss of the generator is lower than the loss of the discriminator or close to 0.
batch_size = 64
z_dim = 30
learning_rate = 0.001
beta1 = 0.4
tf.reset_default_graph()
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 2
mnist_dataset = helper.Dataset('mnist', glob(os.path.join(data_dir, 'mnist/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, mnist_dataset.get_batches,
mnist_dataset.shape, mnist_dataset.image_mode)
2 64 30 0.001 0.4 (60000, 28, 28, 1) L Starting Session... Epoch : 0 Epoch 1/2... Discriminator Loss: 15.6208... Generator Loss: 0.0000 Epoch 1/2... Discriminator Loss: 9.0676... Generator Loss: 0.0002 Epoch 1/2... Discriminator Loss: 3.1156... Generator Loss: 3.0856 Epoch 1/2... Discriminator Loss: 8.0054... Generator Loss: 0.0005 Epoch 1/2... Discriminator Loss: 0.7265... Generator Loss: 1.3715 Epoch 1/2... Discriminator Loss: 1.0292... Generator Loss: 1.2111 Epoch 1/2... Discriminator Loss: 0.5375... Generator Loss: 3.9218 Epoch 1/2... Discriminator Loss: 3.2712... Generator Loss: 0.1677 Epoch 1/2... Discriminator Loss: 2.1505... Generator Loss: 9.4128 Epoch 1/2... Discriminator Loss: 0.3546... Generator Loss: 2.6493 Epoch 1/2... Discriminator Loss: 0.4817... Generator Loss: 1.7825 Epoch 1/2... Discriminator Loss: 1.5662... Generator Loss: 0.7328 Epoch 1/2... Discriminator Loss: 2.3180... Generator Loss: 5.8899 Epoch 1/2... Discriminator Loss: 2.3334... Generator Loss: 0.8717 Epoch 1/2... Discriminator Loss: 0.4765... Generator Loss: 2.0655 Epoch 1/2... Discriminator Loss: 0.7843... Generator Loss: 2.6188 Epoch 1/2... Discriminator Loss: 2.8057... Generator Loss: 0.0851 Epoch 1/2... Discriminator Loss: 3.9585... Generator Loss: 7.0877 Epoch 1/2... Discriminator Loss: 1.0285... Generator Loss: 1.0105 Epoch 1/2... Discriminator Loss: 1.0583... Generator Loss: 0.8424
Epoch 1/2... Discriminator Loss: 0.6501... Generator Loss: 1.8380 Epoch 1/2... Discriminator Loss: 1.2884... Generator Loss: 0.7988 Epoch 1/2... Discriminator Loss: 0.9662... Generator Loss: 2.1217 Epoch 1/2... Discriminator Loss: 1.7815... Generator Loss: 0.4475 Epoch 1/2... Discriminator Loss: 1.7089... Generator Loss: 1.7101 Epoch 1/2... Discriminator Loss: 2.7239... Generator Loss: 0.1279 Epoch 1/2... Discriminator Loss: 2.6157... Generator Loss: 3.5681 Epoch 1/2... Discriminator Loss: 2.2232... Generator Loss: 0.5533 Epoch 1/2... Discriminator Loss: 1.3289... Generator Loss: 1.8077 Epoch 1/2... Discriminator Loss: 1.8193... Generator Loss: 0.3076 Epoch 1/2... Discriminator Loss: 1.6719... Generator Loss: 1.5953 Epoch 1/2... Discriminator Loss: 1.3133... Generator Loss: 0.6314 Epoch 1/2... Discriminator Loss: 0.8222... Generator Loss: 1.4861 Epoch 1/2... Discriminator Loss: 1.3087... Generator Loss: 0.6197 Epoch 1/2... Discriminator Loss: 1.2389... Generator Loss: 1.6094 Epoch 1/2... Discriminator Loss: 1.6728... Generator Loss: 0.4040 Epoch 1/2... Discriminator Loss: 1.3386... Generator Loss: 2.3284 Epoch 1/2... Discriminator Loss: 1.6889... Generator Loss: 0.4054 Epoch 1/2... Discriminator Loss: 1.2259... Generator Loss: 1.4781 Epoch 1/2... Discriminator Loss: 1.4976... Generator Loss: 0.5101
Epoch 1/2... Discriminator Loss: 1.3207... Generator Loss: 1.2700 Epoch 1/2... Discriminator Loss: 1.4415... Generator Loss: 0.5087 Epoch 1/2... Discriminator Loss: 1.5859... Generator Loss: 2.4874 Epoch 1/2... Discriminator Loss: 1.9187... Generator Loss: 0.2208 Epoch 1/2... Discriminator Loss: 1.8620... Generator Loss: 2.8884 Epoch 1/2... Discriminator Loss: 1.7599... Generator Loss: 0.3773 Epoch 1/2... Discriminator Loss: 1.1094... Generator Loss: 1.5529 Epoch 1/2... Discriminator Loss: 1.0405... Generator Loss: 0.9657 Epoch 1/2... Discriminator Loss: 0.9580... Generator Loss: 1.2174 Epoch 1/2... Discriminator Loss: 1.0976... Generator Loss: 0.7437 Epoch 1/2... Discriminator Loss: 0.8341... Generator Loss: 1.4085 Epoch 1/2... Discriminator Loss: 0.8064... Generator Loss: 1.0416 Epoch 1/2... Discriminator Loss: 1.0010... Generator Loss: 0.8551 Epoch 1/2... Discriminator Loss: 1.3553... Generator Loss: 0.8101 Epoch 1/2... Discriminator Loss: 1.3556... Generator Loss: 1.1402 Epoch 1/2... Discriminator Loss: 1.1698... Generator Loss: 0.5891 Epoch 1/2... Discriminator Loss: 1.1795... Generator Loss: 2.5278 Epoch 1/2... Discriminator Loss: 2.2399... Generator Loss: 0.1809 Epoch 1/2... Discriminator Loss: 1.8066... Generator Loss: 2.2590 Epoch 1/2... Discriminator Loss: 1.6818... Generator Loss: 0.3519
Epoch 1/2... Discriminator Loss: 1.2962... Generator Loss: 1.3949 Epoch 1/2... Discriminator Loss: 1.3425... Generator Loss: 0.4806 Epoch 1/2... Discriminator Loss: 1.0882... Generator Loss: 1.4747 Epoch 1/2... Discriminator Loss: 1.1613... Generator Loss: 0.6159 Epoch 1/2... Discriminator Loss: 1.0978... Generator Loss: 1.5265 Epoch 1/2... Discriminator Loss: 1.1069... Generator Loss: 0.6818 Epoch 1/2... Discriminator Loss: 1.1626... Generator Loss: 1.0649 Epoch 1/2... Discriminator Loss: 1.2750... Generator Loss: 0.6878 Epoch 1/2... Discriminator Loss: 1.1819... Generator Loss: 0.8401 Epoch 1/2... Discriminator Loss: 1.2076... Generator Loss: 0.9922 Epoch 1/2... Discriminator Loss: 1.3328... Generator Loss: 0.5451 Epoch 1/2... Discriminator Loss: 1.1909... Generator Loss: 1.7594 Epoch 1/2... Discriminator Loss: 1.4927... Generator Loss: 0.3705 Epoch 1/2... Discriminator Loss: 1.4588... Generator Loss: 2.0271 Epoch 1/2... Discriminator Loss: 1.8541... Generator Loss: 0.3059 Epoch 1/2... Discriminator Loss: 1.7747... Generator Loss: 2.7908 Epoch 1/2... Discriminator Loss: 1.5673... Generator Loss: 0.3894 Epoch 1/2... Discriminator Loss: 1.0191... Generator Loss: 1.6999 Epoch 1/2... Discriminator Loss: 1.3484... Generator Loss: 0.5575 Epoch 1/2... Discriminator Loss: 1.3561... Generator Loss: 1.0387
Epoch 1/2... Discriminator Loss: 1.3869... Generator Loss: 0.5087 Epoch 1/2... Discriminator Loss: 1.3363... Generator Loss: 1.2697 Epoch 1/2... Discriminator Loss: 1.6046... Generator Loss: 0.4209 Epoch 1/2... Discriminator Loss: 1.4897... Generator Loss: 1.1738 Epoch 1/2... Discriminator Loss: 1.4858... Generator Loss: 0.4308 Epoch 1/2... Discriminator Loss: 1.2366... Generator Loss: 1.5633 Epoch 1/2... Discriminator Loss: 1.4473... Generator Loss: 0.4318 Epoch 1/2... Discriminator Loss: 1.4423... Generator Loss: 1.7019 Epoch 1/2... Discriminator Loss: 1.2075... Generator Loss: 0.5340 Epoch 1/2... Discriminator Loss: 1.0974... Generator Loss: 1.2940 Epoch 1/2... Discriminator Loss: 1.2261... Generator Loss: 0.5685 Epoch 1/2... Discriminator Loss: 1.0757... Generator Loss: 1.4096 Epoch 1/2... Discriminator Loss: 1.3372... Generator Loss: 0.5716 Epoch 1/2... Discriminator Loss: 1.3172... Generator Loss: 1.7041 Epoch 1/2... Discriminator Loss: 1.7872... Generator Loss: 0.2998 Epoch 1/2... Discriminator Loss: 1.5822... Generator Loss: 1.8892 Epoch 1/2... Discriminator Loss: 1.1291... Generator Loss: 0.7050 Epoch 1/2... Discriminator Loss: 1.0876... Generator Loss: 0.8118 Epoch 1/2... Discriminator Loss: 1.1626... Generator Loss: 0.9160 Epoch 1/2... Discriminator Loss: 1.1490... Generator Loss: 1.0097
Epoch 1/2... Discriminator Loss: 1.2158... Generator Loss: 0.6923 Epoch 1/2... Discriminator Loss: 1.1501... Generator Loss: 0.9800 Epoch 1/2... Discriminator Loss: 1.3536... Generator Loss: 0.5056 Epoch 1/2... Discriminator Loss: 1.6712... Generator Loss: 1.6707 Epoch 1/2... Discriminator Loss: 1.5974... Generator Loss: 0.3244 Epoch 1/2... Discriminator Loss: 1.3684... Generator Loss: 1.6633 Epoch 1/2... Discriminator Loss: 1.3283... Generator Loss: 0.5004 Epoch 1/2... Discriminator Loss: 1.2336... Generator Loss: 0.9394 Epoch 1/2... Discriminator Loss: 1.3159... Generator Loss: 0.6315 Epoch 1/2... Discriminator Loss: 1.3660... Generator Loss: 0.8817 Epoch 1/2... Discriminator Loss: 1.3895... Generator Loss: 0.5088 Epoch 1/2... Discriminator Loss: 1.4992... Generator Loss: 0.8962 Epoch 1/2... Discriminator Loss: 1.3986... Generator Loss: 0.6248 Epoch 1/2... Discriminator Loss: 1.1684... Generator Loss: 1.0472 Epoch 1/2... Discriminator Loss: 1.2179... Generator Loss: 0.6599 Epoch 1/2... Discriminator Loss: 1.2714... Generator Loss: 1.0560 Epoch 1/2... Discriminator Loss: 1.5823... Generator Loss: 0.4099 Epoch 1/2... Discriminator Loss: 1.6600... Generator Loss: 1.4811 Epoch 1/2... Discriminator Loss: 1.7359... Generator Loss: 0.2980 Epoch 1/2... Discriminator Loss: 1.5236... Generator Loss: 1.4038
Epoch 1/2... Discriminator Loss: 1.6516... Generator Loss: 0.3536 Epoch 1/2... Discriminator Loss: 1.3528... Generator Loss: 1.3009 Epoch 1/2... Discriminator Loss: 1.3335... Generator Loss: 0.6669 Epoch 1/2... Discriminator Loss: 1.3385... Generator Loss: 0.8412 Epoch 1/2... Discriminator Loss: 1.1262... Generator Loss: 0.8262 Epoch 1/2... Discriminator Loss: 1.0767... Generator Loss: 0.8213 Epoch 1/2... Discriminator Loss: 1.2093... Generator Loss: 0.9352 Epoch 1/2... Discriminator Loss: 1.3266... Generator Loss: 0.5761 Epoch 1/2... Discriminator Loss: 1.4833... Generator Loss: 0.9769 Epoch 1/2... Discriminator Loss: 1.4714... Generator Loss: 0.4071 Epoch 1/2... Discriminator Loss: 1.4066... Generator Loss: 1.2835 Epoch 1/2... Discriminator Loss: 1.4300... Generator Loss: 0.4331 Epoch 1/2... Discriminator Loss: 1.2633... Generator Loss: 1.5096 Epoch 1/2... Discriminator Loss: 1.5138... Generator Loss: 0.4460 Epoch 1/2... Discriminator Loss: 1.3116... Generator Loss: 0.9760 Epoch 1/2... Discriminator Loss: 1.2716... Generator Loss: 0.7527 Epoch 1/2... Discriminator Loss: 1.2745... Generator Loss: 0.7830 Epoch 1/2... Discriminator Loss: 1.2020... Generator Loss: 0.7517 Epoch 1/2... Discriminator Loss: 1.0940... Generator Loss: 1.0240 Epoch 1/2... Discriminator Loss: 1.3267... Generator Loss: 0.5477
Epoch 1/2... Discriminator Loss: 1.3022... Generator Loss: 1.1654 Epoch 1/2... Discriminator Loss: 1.5476... Generator Loss: 0.4363 Epoch 1/2... Discriminator Loss: 1.3412... Generator Loss: 1.3678 Epoch 1/2... Discriminator Loss: 1.4216... Generator Loss: 0.4306 Epoch 1/2... Discriminator Loss: 1.3117... Generator Loss: 1.0673 Epoch 1/2... Discriminator Loss: 1.3474... Generator Loss: 0.6407 Epoch 1/2... Discriminator Loss: 1.3080... Generator Loss: 0.8790 Epoch 1/2... Discriminator Loss: 1.2809... Generator Loss: 0.6759 Epoch 1/2... Discriminator Loss: 1.2630... Generator Loss: 0.8684 Epoch 1/2... Discriminator Loss: 1.1794... Generator Loss: 0.9322 Epoch 1/2... Discriminator Loss: 1.3095... Generator Loss: 0.6387 Epoch 1/2... Discriminator Loss: 1.3741... Generator Loss: 0.9465 Epoch 1/2... Discriminator Loss: 1.3256... Generator Loss: 0.6516 Epoch 1/2... Discriminator Loss: 1.2387... Generator Loss: 0.7112 Epoch 1/2... Discriminator Loss: 1.1188... Generator Loss: 1.1177 Epoch 1/2... Discriminator Loss: 1.2297... Generator Loss: 0.5929 Epoch 1/2... Discriminator Loss: 1.3541... Generator Loss: 1.2881 Epoch 1/2... Discriminator Loss: 1.4474... Generator Loss: 0.3986 Epoch 1/2... Discriminator Loss: 1.3440... Generator Loss: 1.4614 Epoch 1/2... Discriminator Loss: 1.5437... Generator Loss: 0.4016
Epoch 1/2... Discriminator Loss: 1.4401... Generator Loss: 1.2547 Epoch 1/2... Discriminator Loss: 1.1554... Generator Loss: 0.6857 Epoch 1/2... Discriminator Loss: 1.3382... Generator Loss: 0.5922 Epoch 1/2... Discriminator Loss: 1.4117... Generator Loss: 1.0724 Epoch 1/2... Discriminator Loss: 1.2603... Generator Loss: 0.5661 Epoch 1/2... Discriminator Loss: 1.2810... Generator Loss: 1.0895 Epoch 1/2... Discriminator Loss: 1.2034... Generator Loss: 0.5905 Epoch 1/2... Discriminator Loss: 1.2074... Generator Loss: 1.1226 Epoch 1/2... Discriminator Loss: 1.2283... Generator Loss: 0.6585 Epoch 1/2... Discriminator Loss: 1.2293... Generator Loss: 0.8966 Epoch 1/2... Discriminator Loss: 1.1830... Generator Loss: 0.7730 Epoch 1/2... Discriminator Loss: 1.1398... Generator Loss: 0.9304 Epoch 1/2... Discriminator Loss: 1.2085... Generator Loss: 0.6797 Epoch 1/2... Discriminator Loss: 1.2853... Generator Loss: 0.9042 Epoch 1/2... Discriminator Loss: 1.2467... Generator Loss: 0.6230 Epoch 1/2... Discriminator Loss: 1.2643... Generator Loss: 0.9226 Epoch 1/2... Discriminator Loss: 1.2630... Generator Loss: 0.7049 Epoch 1/2... Discriminator Loss: 1.2331... Generator Loss: 0.7327 Epoch 1/2... Discriminator Loss: 1.2659... Generator Loss: 0.9665 Epoch 1/2... Discriminator Loss: 1.3337... Generator Loss: 0.5115
Epoch 1/2... Discriminator Loss: 1.3408... Generator Loss: 1.6115 Epoch 1/2... Discriminator Loss: 1.3738... Generator Loss: 0.4632 Epoch 1/2... Discriminator Loss: 1.4004... Generator Loss: 1.2416 Epoch 1/2... Discriminator Loss: 1.2220... Generator Loss: 0.7197 Epoch 1/2... Discriminator Loss: 1.2381... Generator Loss: 0.7954 Epoch 1/2... Discriminator Loss: 1.2517... Generator Loss: 0.8737 Epoch 1/2... Discriminator Loss: 1.1539... Generator Loss: 0.7178 Epoch 1/2... Discriminator Loss: 1.2352... Generator Loss: 0.7667 Epoch 1/2... Discriminator Loss: 1.1796... Generator Loss: 0.9664 Epoch 1/2... Discriminator Loss: 1.1555... Generator Loss: 0.6237 Epoch 1/2... Discriminator Loss: 1.1698... Generator Loss: 1.3071 Epoch 1/2... Discriminator Loss: 1.4290... Generator Loss: 0.4295 Epoch 1/2... Discriminator Loss: 1.2537... Generator Loss: 1.4099 Epoch 1/2... Discriminator Loss: 1.4660... Generator Loss: 0.4017 Epoch 1/2... Discriminator Loss: 1.3563... Generator Loss: 1.2847 Epoch 1/2... Discriminator Loss: 1.5706... Generator Loss: 0.3731 Epoch 1/2... Discriminator Loss: 1.3072... Generator Loss: 1.2480 Epoch 1/2... Discriminator Loss: 1.2298... Generator Loss: 0.6436 Epoch 1/2... Discriminator Loss: 1.1113... Generator Loss: 0.9661 Epoch 1/2... Discriminator Loss: 1.2748... Generator Loss: 0.6251
Epoch 1/2... Discriminator Loss: 1.3224... Generator Loss: 0.9432 Epoch 1/2... Discriminator Loss: 1.3612... Generator Loss: 0.5314 Epoch 1/2... Discriminator Loss: 1.3298... Generator Loss: 1.1464 Epoch 1/2... Discriminator Loss: 1.3892... Generator Loss: 0.4565 Epoch 1/2... Discriminator Loss: 1.2267... Generator Loss: 1.2236 Epoch 1/2... Discriminator Loss: 1.3919... Generator Loss: 0.5027 Epoch 1/2... Discriminator Loss: 1.2306... Generator Loss: 1.0214 Epoch 1/2... Discriminator Loss: 1.2358... Generator Loss: 0.5959 Epoch 1/2... Discriminator Loss: 1.2297... Generator Loss: 0.9888 Epoch 1/2... Discriminator Loss: 1.2706... Generator Loss: 0.6543 Epoch 1/2... Discriminator Loss: 1.1541... Generator Loss: 1.0140 Epoch 1/2... Discriminator Loss: 1.3570... Generator Loss: 0.5157 Epoch 1/2... Discriminator Loss: 1.3729... Generator Loss: 0.9368 Epoch 1/2... Discriminator Loss: 1.1934... Generator Loss: 0.6548 Epoch 1/2... Discriminator Loss: 1.2479... Generator Loss: 1.0970 Epoch 1/2... Discriminator Loss: 1.4810... Generator Loss: 0.4181 Epoch 1/2... Discriminator Loss: 1.3400... Generator Loss: 1.5249 Epoch 1/2... Discriminator Loss: 1.3970... Generator Loss: 0.4181 Epoch 1/2... Discriminator Loss: 1.3596... Generator Loss: 1.3984 Epoch 1/2... Discriminator Loss: 1.6436... Generator Loss: 0.3116
Epoch 1/2... Discriminator Loss: 1.4644... Generator Loss: 1.6532 Epoch 1/2... Discriminator Loss: 1.4402... Generator Loss: 0.4328 Epoch 1/2... Discriminator Loss: 1.3433... Generator Loss: 1.0168 Epoch 1/2... Discriminator Loss: 1.2065... Generator Loss: 0.7403 Epoch 1/2... Discriminator Loss: 1.1860... Generator Loss: 0.8449 Epoch 1/2... Discriminator Loss: 1.2102... Generator Loss: 0.7591 Epoch 1/2... Discriminator Loss: 1.1154... Generator Loss: 0.8865 Epoch 1/2... Discriminator Loss: 1.1739... Generator Loss: 0.7221 Epoch 1/2... Discriminator Loss: 1.0884... Generator Loss: 0.9629 Epoch 1/2... Discriminator Loss: 1.1056... Generator Loss: 0.7870 Epoch 1/2... Discriminator Loss: 1.1842... Generator Loss: 0.8144 Epoch 1/2... Discriminator Loss: 1.3621... Generator Loss: 0.6294 Epoch 1/2... Discriminator Loss: 1.2071... Generator Loss: 0.7635 Epoch 1/2... Discriminator Loss: 1.2343... Generator Loss: 0.7172 Epoch 1/2... Discriminator Loss: 1.2619... Generator Loss: 1.1456 Epoch 1/2... Discriminator Loss: 1.4418... Generator Loss: 0.4033 Epoch 1/2... Discriminator Loss: 1.4261... Generator Loss: 1.4768 Epoch 1/2... Discriminator Loss: 1.3982... Generator Loss: 0.4080 Epoch 1/2... Discriminator Loss: 1.2958... Generator Loss: 1.1877 Epoch 1/2... Discriminator Loss: 1.3158... Generator Loss: 0.6160
Epoch 1/2... Discriminator Loss: 1.2354... Generator Loss: 0.8426 Epoch 1/2... Discriminator Loss: 1.1945... Generator Loss: 0.6581 Epoch 1/2... Discriminator Loss: 1.2950... Generator Loss: 1.0193 Epoch 1/2... Discriminator Loss: 1.3744... Generator Loss: 0.4777 Epoch 1/2... Discriminator Loss: 1.2642... Generator Loss: 1.2532 Epoch 1/2... Discriminator Loss: 1.3095... Generator Loss: 0.4801 Epoch 1/2... Discriminator Loss: 1.2144... Generator Loss: 1.4707 Epoch 1/2... Discriminator Loss: 1.3489... Generator Loss: 0.4958 Epoch 1/2... Discriminator Loss: 1.2659... Generator Loss: 0.9891 Epoch 1/2... Discriminator Loss: 1.2790... Generator Loss: 0.6672 Epoch 1/2... Discriminator Loss: 1.2037... Generator Loss: 0.8153 Epoch 1/2... Discriminator Loss: 1.2325... Generator Loss: 0.8112 Epoch 1/2... Discriminator Loss: 1.2371... Generator Loss: 0.7977 Epoch 1/2... Discriminator Loss: 1.1837... Generator Loss: 0.7707 Epoch 1/2... Discriminator Loss: 1.1564... Generator Loss: 0.8775 Epoch 1/2... Discriminator Loss: 1.1283... Generator Loss: 0.8464 Epoch 1/2... Discriminator Loss: 1.3700... Generator Loss: 0.4819 Epoch 1/2... Discriminator Loss: 1.5060... Generator Loss: 1.4242 Epoch 1/2... Discriminator Loss: 1.3957... Generator Loss: 0.4303 Epoch 1/2... Discriminator Loss: 1.1517... Generator Loss: 1.3024
Epoch 1/2... Discriminator Loss: 1.3046... Generator Loss: 0.5151 Epoch 1/2... Discriminator Loss: 1.2208... Generator Loss: 1.1066 Epoch 1/2... Discriminator Loss: 1.1728... Generator Loss: 0.6306 Epoch 1/2... Discriminator Loss: 1.0557... Generator Loss: 1.0397 Epoch 1/2... Discriminator Loss: 1.3155... Generator Loss: 0.5721 Epoch 1/2... Discriminator Loss: 1.2282... Generator Loss: 0.9107 Epoch 1/2... Discriminator Loss: 1.2073... Generator Loss: 0.6158 Epoch 1/2... Discriminator Loss: 1.1652... Generator Loss: 1.1003 Epoch 1/2... Discriminator Loss: 1.3006... Generator Loss: 0.5434 Epoch 1/2... Discriminator Loss: 1.2902... Generator Loss: 1.2041 Epoch 1/2... Discriminator Loss: 1.4495... Generator Loss: 0.4344 Epoch 1/2... Discriminator Loss: 1.3115... Generator Loss: 1.1218 Epoch 1/2... Discriminator Loss: 1.3293... Generator Loss: 0.4904 Epoch 1/2... Discriminator Loss: 1.5068... Generator Loss: 1.5904 Epoch 1/2... Discriminator Loss: 1.5096... Generator Loss: 0.3267 Epoch 1/2... Discriminator Loss: 1.2306... Generator Loss: 1.5944 Epoch 1/2... Discriminator Loss: 1.1471... Generator Loss: 0.5945 Epoch 1/2... Discriminator Loss: 1.2842... Generator Loss: 0.7142 Epoch 1/2... Discriminator Loss: 1.3036... Generator Loss: 0.8783 Epoch 1/2... Discriminator Loss: 1.2883... Generator Loss: 0.6473
Epoch 1/2... Discriminator Loss: 1.1996... Generator Loss: 0.8586 Epoch 1/2... Discriminator Loss: 1.1718... Generator Loss: 0.7913 Epoch 1/2... Discriminator Loss: 1.1714... Generator Loss: 0.7157 Epoch 1/2... Discriminator Loss: 1.3011... Generator Loss: 0.8864 Epoch 1/2... Discriminator Loss: 1.1639... Generator Loss: 0.7444 Epoch 1/2... Discriminator Loss: 1.2201... Generator Loss: 0.9895 Epoch 1/2... Discriminator Loss: 1.3516... Generator Loss: 0.4584 Epoch 1/2... Discriminator Loss: 1.2968... Generator Loss: 1.4001 Epoch 1/2... Discriminator Loss: 1.4083... Generator Loss: 0.3935 Epoch 1/2... Discriminator Loss: 1.3861... Generator Loss: 1.6106 Epoch 1/2... Discriminator Loss: 1.3693... Generator Loss: 0.4038 Epoch 1/2... Discriminator Loss: 1.2668... Generator Loss: 1.1267 Epoch 1/2... Discriminator Loss: 1.1968... Generator Loss: 0.5785 Epoch 1/2... Discriminator Loss: 1.2502... Generator Loss: 0.9882 Epoch 1/2... Discriminator Loss: 1.3682... Generator Loss: 0.4759 Epoch 1/2... Discriminator Loss: 1.2918... Generator Loss: 1.1046 Epoch 1/2... Discriminator Loss: 1.1468... Generator Loss: 0.6587 Epoch 1/2... Discriminator Loss: 1.1951... Generator Loss: 0.8122 Epoch 1/2... Discriminator Loss: 1.1719... Generator Loss: 0.8229 Epoch 1/2... Discriminator Loss: 1.1957... Generator Loss: 0.6439
Epoch 1/2... Discriminator Loss: 1.2592... Generator Loss: 1.1571 Epoch 1/2... Discriminator Loss: 1.3575... Generator Loss: 0.4207 Epoch 1/2... Discriminator Loss: 1.3555... Generator Loss: 1.3898 Epoch 1/2... Discriminator Loss: 1.3354... Generator Loss: 0.4723 Epoch 1/2... Discriminator Loss: 1.3576... Generator Loss: 1.2907 Epoch 1/2... Discriminator Loss: 1.3378... Generator Loss: 0.4544 Epoch 1/2... Discriminator Loss: 1.3304... Generator Loss: 1.0868 Epoch 1/2... Discriminator Loss: 1.3133... Generator Loss: 0.5070 Epoch 1/2... Discriminator Loss: 1.1539... Generator Loss: 1.0034 Epoch 1/2... Discriminator Loss: 1.2148... Generator Loss: 0.7334 Epoch 1/2... Discriminator Loss: 1.2264... Generator Loss: 1.0305 Epoch 1/2... Discriminator Loss: 1.2881... Generator Loss: 0.5400 Epoch 1/2... Discriminator Loss: 1.1323... Generator Loss: 1.1708 Epoch 1/2... Discriminator Loss: 1.1844... Generator Loss: 0.6090 Epoch 1/2... Discriminator Loss: 1.2783... Generator Loss: 1.3497 Epoch 1/2... Discriminator Loss: 1.4771... Generator Loss: 0.3413 Epoch 1/2... Discriminator Loss: 1.4781... Generator Loss: 1.4695 Epoch 1/2... Discriminator Loss: 1.2812... Generator Loss: 0.5135 Epoch 1/2... Discriminator Loss: 1.3214... Generator Loss: 0.9910 Epoch 1/2... Discriminator Loss: 1.2842... Generator Loss: 0.6170
Epoch 1/2... Discriminator Loss: 1.2238... Generator Loss: 0.8720 Epoch 1/2... Discriminator Loss: 1.1590... Generator Loss: 0.8161 Epoch 1/2... Discriminator Loss: 1.1429... Generator Loss: 0.7727 Epoch 1/2... Discriminator Loss: 1.1121... Generator Loss: 0.8246 Epoch 1/2... Discriminator Loss: 1.1687... Generator Loss: 0.9061 Epoch 1/2... Discriminator Loss: 1.2140... Generator Loss: 0.6219 Epoch 1/2... Discriminator Loss: 1.1623... Generator Loss: 1.0378 Epoch 1/2... Discriminator Loss: 1.2712... Generator Loss: 0.5630 Epoch 1/2... Discriminator Loss: 1.2405... Generator Loss: 1.0128 Epoch 1/2... Discriminator Loss: 1.2137... Generator Loss: 0.5690 Epoch 1/2... Discriminator Loss: 1.1803... Generator Loss: 1.0475 Epoch 1/2... Discriminator Loss: 1.1573... Generator Loss: 0.6558 Epoch 1/2... Discriminator Loss: 1.1611... Generator Loss: 0.8145 Epoch 1/2... Discriminator Loss: 1.2390... Generator Loss: 0.8824 Epoch 1/2... Discriminator Loss: 1.2744... Generator Loss: 0.5356 Epoch 1/2... Discriminator Loss: 1.2909... Generator Loss: 1.2480 Epoch 1/2... Discriminator Loss: 1.5221... Generator Loss: 0.3389 Epoch 1/2... Discriminator Loss: 1.5780... Generator Loss: 1.9449 Epoch 1/2... Discriminator Loss: 1.6403... Generator Loss: 0.2897 Epoch 1/2... Discriminator Loss: 1.1876... Generator Loss: 1.2505
Epoch 1/2... Discriminator Loss: 1.2227... Generator Loss: 0.7135 Epoch 1/2... Discriminator Loss: 1.1682... Generator Loss: 0.6516 Epoch 1/2... Discriminator Loss: 1.2794... Generator Loss: 1.1270 Epoch 1/2... Discriminator Loss: 1.2320... Generator Loss: 0.5901 Epoch 1/2... Discriminator Loss: 1.2205... Generator Loss: 1.0708 Epoch 1/2... Discriminator Loss: 1.2491... Generator Loss: 0.6609 Epoch 1/2... Discriminator Loss: 1.2144... Generator Loss: 0.6747 Epoch 1/2... Discriminator Loss: 1.2004... Generator Loss: 1.0394 Epoch 1/2... Discriminator Loss: 1.3230... Generator Loss: 0.5660 Epoch 1/2... Discriminator Loss: 1.2862... Generator Loss: 0.9983 Epoch 1/2... Discriminator Loss: 1.3131... Generator Loss: 0.5090 Epoch 1/2... Discriminator Loss: 1.2299... Generator Loss: 1.4477 Epoch 1/2... Discriminator Loss: 1.2843... Generator Loss: 0.4817 Epoch 1/2... Discriminator Loss: 1.2372... Generator Loss: 1.0958 Epoch 1/2... Discriminator Loss: 1.2417... Generator Loss: 0.5905 Epoch 1/2... Discriminator Loss: 1.1533... Generator Loss: 0.9448 Epoch 1/2... Discriminator Loss: 1.0824... Generator Loss: 0.8513 Epoch 1/2... Discriminator Loss: 1.1797... Generator Loss: 0.7372 Epoch 1/2... Discriminator Loss: 1.1505... Generator Loss: 0.7931 Epoch 1/2... Discriminator Loss: 1.2196... Generator Loss: 0.8594
Epoch 1/2... Discriminator Loss: 1.2954... Generator Loss: 0.4744 Epoch 1/2... Discriminator Loss: 1.3046... Generator Loss: 1.4157 Epoch 1/2... Discriminator Loss: 1.4910... Generator Loss: 0.3717 Epoch 1/2... Discriminator Loss: 1.4610... Generator Loss: 1.6674 Epoch 1/2... Discriminator Loss: 1.3195... Generator Loss: 0.4657 Epoch 1/2... Discriminator Loss: 1.1312... Generator Loss: 0.9777 Epoch 1/2... Discriminator Loss: 1.2384... Generator Loss: 0.7970 Epoch 1/2... Discriminator Loss: 1.1673... Generator Loss: 0.7196 Epoch 1/2... Discriminator Loss: 1.1681... Generator Loss: 0.8191 Epoch 1/2... Discriminator Loss: 1.2308... Generator Loss: 0.6096 Epoch 1/2... Discriminator Loss: 1.1391... Generator Loss: 1.3260 Epoch 1/2... Discriminator Loss: 1.5849... Generator Loss: 0.3158 Epoch 1/2... Discriminator Loss: 1.4297... Generator Loss: 1.7902 Epoch 1/2... Discriminator Loss: 1.2879... Generator Loss: 0.4757 Epoch 1/2... Discriminator Loss: 1.1355... Generator Loss: 1.0088 Epoch 1/2... Discriminator Loss: 1.2806... Generator Loss: 0.6147 Epoch 1/2... Discriminator Loss: 1.1656... Generator Loss: 0.8391 Epoch 1/2... Discriminator Loss: 1.1890... Generator Loss: 0.6912 Epoch 1/2... Discriminator Loss: 1.1632... Generator Loss: 0.8605 Epoch 1/2... Discriminator Loss: 1.2163... Generator Loss: 0.6889
Epoch 1/2... Discriminator Loss: 1.2332... Generator Loss: 0.7870 Epoch 1/2... Discriminator Loss: 1.2326... Generator Loss: 0.5535 Epoch 1/2... Discriminator Loss: 1.2749... Generator Loss: 1.3678 Epoch 1/2... Discriminator Loss: 1.5930... Generator Loss: 0.2925 Epoch 1/2... Discriminator Loss: 1.4711... Generator Loss: 1.7965 Epoch 1/2... Discriminator Loss: 1.4629... Generator Loss: 0.3631 Epoch 1/2... Discriminator Loss: 1.3452... Generator Loss: 1.1074 Epoch 1/2... Discriminator Loss: 1.3300... Generator Loss: 0.4771 Epoch 1/2... Discriminator Loss: 1.2385... Generator Loss: 1.1378 Epoch 1/2... Discriminator Loss: 1.2428... Generator Loss: 0.5409 Epoch 1/2... Discriminator Loss: 1.2257... Generator Loss: 1.1104 Epoch 1/2... Discriminator Loss: 1.2882... Generator Loss: 0.5549 Epoch 1/2... Discriminator Loss: 1.1700... Generator Loss: 0.8856 Epoch 1/2... Discriminator Loss: 1.0388... Generator Loss: 0.8885 Epoch 1/2... Discriminator Loss: 1.1975... Generator Loss: 0.6477 Epoch 1/2... Discriminator Loss: 1.1459... Generator Loss: 0.9601 Epoch 1/2... Discriminator Loss: 1.2009... Generator Loss: 0.6100 Epoch 1/2... Discriminator Loss: 1.2512... Generator Loss: 0.7568 Epoch 1/2... Discriminator Loss: 1.1661... Generator Loss: 0.8842 Epoch 1/2... Discriminator Loss: 1.2138... Generator Loss: 0.5714
Epoch 1/2... Discriminator Loss: 1.2300... Generator Loss: 1.2304 Epoch 1/2... Discriminator Loss: 1.5668... Generator Loss: 0.2995 Epoch 1/2... Discriminator Loss: 1.5130... Generator Loss: 1.8505 Epoch 1/2... Discriminator Loss: 1.4075... Generator Loss: 0.3627 Epoch 1/2... Discriminator Loss: 1.3309... Generator Loss: 1.3420 Epoch 1/2... Discriminator Loss: 1.3491... Generator Loss: 0.4488 Epoch 1/2... Discriminator Loss: 1.1139... Generator Loss: 1.0876 Epoch 1/2... Discriminator Loss: 1.2546... Generator Loss: 0.7172 Epoch 1/2... Discriminator Loss: 1.3761... Generator Loss: 0.5835 Epoch 1/2... Discriminator Loss: 1.2496... Generator Loss: 0.7516 Epoch 1/2... Discriminator Loss: 1.1105... Generator Loss: 0.8620 Epoch 1/2... Discriminator Loss: 1.2204... Generator Loss: 0.6502 Epoch 1/2... Discriminator Loss: 1.2140... Generator Loss: 1.0161 Epoch 1/2... Discriminator Loss: 1.5444... Generator Loss: 0.3277 Epoch 1/2... Discriminator Loss: 1.5064... Generator Loss: 1.8992 Epoch 1/2... Discriminator Loss: 1.5763... Generator Loss: 0.2999 Epoch 1/2... Discriminator Loss: 1.2097... Generator Loss: 1.2270 Epoch 1/2... Discriminator Loss: 1.1938... Generator Loss: 0.6626 Epoch 1/2... Discriminator Loss: 1.1757... Generator Loss: 0.7769 Epoch 1/2... Discriminator Loss: 1.1879... Generator Loss: 0.6246
Epoch 1/2... Discriminator Loss: 1.1164... Generator Loss: 1.0013 Epoch 1/2... Discriminator Loss: 1.0929... Generator Loss: 0.7369 Epoch 1/2... Discriminator Loss: 1.1905... Generator Loss: 0.8028 Epoch 1/2... Discriminator Loss: 1.2192... Generator Loss: 0.8420 Epoch 1/2... Discriminator Loss: 1.1509... Generator Loss: 0.6823 Epoch 1/2... Discriminator Loss: 1.0569... Generator Loss: 0.9683 Epoch 1/2... Discriminator Loss: 1.2514... Generator Loss: 0.5888 Epoch 1/2... Discriminator Loss: 1.4027... Generator Loss: 1.2248 Epoch 1/2... Discriminator Loss: 1.8044... Generator Loss: 0.2360 Epoch 1/2... Discriminator Loss: 2.0303... Generator Loss: 2.1825 Epoch 1/2... Discriminator Loss: 1.6412... Generator Loss: 0.3047 Epoch 1/2... Discriminator Loss: 1.5742... Generator Loss: 1.7564 Epoch 1/2... Discriminator Loss: 1.6414... Generator Loss: 0.3103 Epoch 1/2... Discriminator Loss: 1.1972... Generator Loss: 1.1996 Epoch 1/2... Discriminator Loss: 1.1976... Generator Loss: 0.7235 Epoch 1/2... Discriminator Loss: 1.1814... Generator Loss: 0.6353 Epoch 1/2... Discriminator Loss: 1.1915... Generator Loss: 1.0876 Epoch 1/2... Discriminator Loss: 1.2769... Generator Loss: 0.5444 Epoch 1/2... Discriminator Loss: 1.2287... Generator Loss: 0.9717 Epoch 1/2... Discriminator Loss: 1.2365... Generator Loss: 0.6822
Epoch 1/2... Discriminator Loss: 1.1522... Generator Loss: 0.7558 Epoch 1/2... Discriminator Loss: 1.2022... Generator Loss: 0.8803 Epoch 1/2... Discriminator Loss: 1.0631... Generator Loss: 0.7622 Epoch 1/2... Discriminator Loss: 1.1648... Generator Loss: 0.8682 Epoch 1/2... Discriminator Loss: 1.2853... Generator Loss: 0.5782 Epoch 1/2... Discriminator Loss: 1.2754... Generator Loss: 1.1173 Epoch 1/2... Discriminator Loss: 1.1979... Generator Loss: 0.6335 Epoch 1/2... Discriminator Loss: 1.1246... Generator Loss: 0.8099 Epoch 1/2... Discriminator Loss: 1.1192... Generator Loss: 0.9845 Epoch 1/2... Discriminator Loss: 1.2422... Generator Loss: 0.4919 Epoch 1/2... Discriminator Loss: 1.2839... Generator Loss: 1.3410 Epoch 1/2... Discriminator Loss: 1.2629... Generator Loss: 0.5066 Epoch 1/2... Discriminator Loss: 1.2211... Generator Loss: 1.0125 Epoch 1/2... Discriminator Loss: 1.1879... Generator Loss: 0.5886 Epoch 1/2... Discriminator Loss: 1.0337... Generator Loss: 0.9555 Epoch 1/2... Discriminator Loss: 1.3347... Generator Loss: 0.5345 Epoch 1/2... Discriminator Loss: 1.1538... Generator Loss: 1.0690 Epoch 1/2... Discriminator Loss: 1.1562... Generator Loss: 0.6196 Epoch 1/2... Discriminator Loss: 1.0794... Generator Loss: 1.1012 Epoch 1/2... Discriminator Loss: 1.2378... Generator Loss: 0.5666
Epoch 1/2... Discriminator Loss: 1.3082... Generator Loss: 1.0042 Epoch 1/2... Discriminator Loss: 1.1866... Generator Loss: 0.6131 Epoch 1/2... Discriminator Loss: 1.1768... Generator Loss: 0.9900 Epoch 1/2... Discriminator Loss: 1.1281... Generator Loss: 0.7972 Epoch 1/2... Discriminator Loss: 1.0901... Generator Loss: 0.6853 Epoch 1/2... Discriminator Loss: 1.0943... Generator Loss: 1.0690 Epoch 1/2... Discriminator Loss: 1.2160... Generator Loss: 0.6469 Epoch 1/2... Discriminator Loss: 1.1503... Generator Loss: 0.8808 Epoch 1/2... Discriminator Loss: 1.2818... Generator Loss: 0.5240 Epoch 1/2... Discriminator Loss: 1.1596... Generator Loss: 1.0604 Epoch 1/2... Discriminator Loss: 1.2107... Generator Loss: 0.6227 Epoch 1/2... Discriminator Loss: 1.0816... Generator Loss: 1.0107 Epoch 1/2... Discriminator Loss: 1.1485... Generator Loss: 0.5736 Epoch 1/2... Discriminator Loss: 1.2822... Generator Loss: 1.4319 Epoch 1/2... Discriminator Loss: 1.6448... Generator Loss: 0.2989 Epoch 1/2... Discriminator Loss: 1.2742... Generator Loss: 1.6289 Epoch 1/2... Discriminator Loss: 1.2522... Generator Loss: 0.5225 Epoch 1/2... Discriminator Loss: 1.0944... Generator Loss: 1.1635 Epoch 1/2... Discriminator Loss: 1.2614... Generator Loss: 0.6524 Epoch 1/2... Discriminator Loss: 1.2410... Generator Loss: 0.7109
Epoch 1/2... Discriminator Loss: 1.0877... Generator Loss: 0.9159 Epoch 1/2... Discriminator Loss: 1.1536... Generator Loss: 0.6373 Epoch 1/2... Discriminator Loss: 1.1567... Generator Loss: 1.1571 Epoch 1/2... Discriminator Loss: 1.3226... Generator Loss: 0.4597 Epoch 1/2... Discriminator Loss: 1.2744... Generator Loss: 1.2001 Epoch 1/2... Discriminator Loss: 1.4631... Generator Loss: 0.3699 Epoch 1/2... Discriminator Loss: 2.2283... Generator Loss: 2.5327 Epoch 1/2... Discriminator Loss: 1.8667... Generator Loss: 0.2291 Epoch 1/2... Discriminator Loss: 1.7524... Generator Loss: 2.0051 Epoch 1/2... Discriminator Loss: 1.7448... Generator Loss: 0.2546 Epoch 1/2... Discriminator Loss: 1.2989... Generator Loss: 1.3022 Epoch 1/2... Discriminator Loss: 1.3658... Generator Loss: 0.4944 Epoch 1/2... Discriminator Loss: 1.3335... Generator Loss: 0.8983 Epoch 1/2... Discriminator Loss: 1.4557... Generator Loss: 0.4951 Epoch 1/2... Discriminator Loss: 1.2483... Generator Loss: 0.8873 Epoch 1/2... Discriminator Loss: 1.3069... Generator Loss: 0.6294 Epoch 1/2... Discriminator Loss: 1.1927... Generator Loss: 0.9060 Epoch 1/2... Discriminator Loss: 1.2212... Generator Loss: 0.7314 Epoch 1/2... Discriminator Loss: 1.1748... Generator Loss: 0.6610 Epoch 1/2... Discriminator Loss: 1.2401... Generator Loss: 1.1000
Epoch 1/2... Discriminator Loss: 1.3772... Generator Loss: 0.4366 Epoch 1/2... Discriminator Loss: 1.2526... Generator Loss: 1.3858 Epoch 1/2... Discriminator Loss: 1.3894... Generator Loss: 0.4031 Epoch 1/2... Discriminator Loss: 1.3136... Generator Loss: 1.2928 Epoch 1/2... Discriminator Loss: 1.1218... Generator Loss: 0.6491 Epoch 1/2... Discriminator Loss: 1.1548... Generator Loss: 0.8792 Epoch 1/2... Discriminator Loss: 1.3021... Generator Loss: 0.5895 Epoch 1/2... Discriminator Loss: 1.2301... Generator Loss: 0.8605 Epoch 1/2... Discriminator Loss: 1.1985... Generator Loss: 0.6382 Epoch 1/2... Discriminator Loss: 1.3619... Generator Loss: 1.2281 Epoch 1/2... Discriminator Loss: 1.5398... Generator Loss: 0.3291 Epoch 1/2... Discriminator Loss: 1.5047... Generator Loss: 1.6129 Epoch 1/2... Discriminator Loss: 1.3946... Generator Loss: 0.4097 Epoch 1/2... Discriminator Loss: 1.2907... Generator Loss: 1.0354 Epoch 1/2... Discriminator Loss: 1.1664... Generator Loss: 0.7178 Epoch 1/2... Discriminator Loss: 1.1201... Generator Loss: 0.8856 Epoch 1/2... Discriminator Loss: 1.1263... Generator Loss: 0.8038 Epoch 1/2... Discriminator Loss: 1.2042... Generator Loss: 0.6976 Epoch 1/2... Discriminator Loss: 1.2538... Generator Loss: 0.7001 Epoch 1/2... Discriminator Loss: 1.1370... Generator Loss: 0.8145
Epoch 1/2... Discriminator Loss: 1.1817... Generator Loss: 0.9153 Epoch 1/2... Discriminator Loss: 1.1994... Generator Loss: 0.7173 Epoch 1/2... Discriminator Loss: 1.2378... Generator Loss: 0.5602 Epoch 1/2... Discriminator Loss: 1.2265... Generator Loss: 1.0770 Epoch 1/2... Discriminator Loss: 1.3037... Generator Loss: 0.5438 Epoch 1/2... Discriminator Loss: 1.2420... Generator Loss: 0.9858 Epoch 1/2... Discriminator Loss: 1.3018... Generator Loss: 0.5161 Epoch 1/2... Discriminator Loss: 1.2724... Generator Loss: 0.8920 Epoch 1/2... Discriminator Loss: 1.2130... Generator Loss: 0.6457 Epoch 1/2... Discriminator Loss: 1.1376... Generator Loss: 1.0304 Epoch 1/2... Discriminator Loss: 1.2489... Generator Loss: 0.5882 Epoch 1/2... Discriminator Loss: 1.1546... Generator Loss: 1.0465 Epoch 1/2... Discriminator Loss: 1.1866... Generator Loss: 0.6590 Epoch 1/2... Discriminator Loss: 1.1373... Generator Loss: 0.8366 Epoch 1/2... Discriminator Loss: 1.0983... Generator Loss: 0.7258 Epoch 1/2... Discriminator Loss: 1.1067... Generator Loss: 0.9881 Epoch 1/2... Discriminator Loss: 1.3395... Generator Loss: 0.5267 Epoch 1/2... Discriminator Loss: 1.2316... Generator Loss: 1.1211 Epoch 1/2... Discriminator Loss: 1.4005... Generator Loss: 0.4572 Epoch 1/2... Discriminator Loss: 1.2584... Generator Loss: 1.1240
Epoch 1/2... Discriminator Loss: 1.2568... Generator Loss: 0.5093 Epoch 1/2... Discriminator Loss: 1.1946... Generator Loss: 1.2409 Epoch 1/2... Discriminator Loss: 1.1665... Generator Loss: 0.6278 Epoch 1/2... Discriminator Loss: 1.1379... Generator Loss: 0.8350 Epoch 1/2... Discriminator Loss: 1.1209... Generator Loss: 1.1076 Epoch 1/2... Discriminator Loss: 1.3410... Generator Loss: 0.4356 Epoch 1/2... Discriminator Loss: 1.2593... Generator Loss: 1.3567 Epoch 1/2... Discriminator Loss: 1.4120... Generator Loss: 0.4102 Epoch 1/2... Discriminator Loss: 1.2733... Generator Loss: 1.2294 Epoch 1/2... Discriminator Loss: 1.2423... Generator Loss: 0.5546 Epoch 1/2... Discriminator Loss: 1.1444... Generator Loss: 0.9780 Epoch 1/2... Discriminator Loss: 1.2572... Generator Loss: 0.5785 Epoch 1/2... Discriminator Loss: 1.1506... Generator Loss: 0.8819 Epoch 1/2... Discriminator Loss: 1.1819... Generator Loss: 0.6741 Epoch 1/2... Discriminator Loss: 1.1096... Generator Loss: 0.9398 Epoch 1/2... Discriminator Loss: 1.1898... Generator Loss: 0.6008 Epoch 1/2... Discriminator Loss: 1.1892... Generator Loss: 1.2608 Epoch 1/2... Discriminator Loss: 1.4542... Generator Loss: 0.3581 Epoch 1/2... Discriminator Loss: 1.3439... Generator Loss: 1.5865 Epoch 1/2... Discriminator Loss: 1.4336... Generator Loss: 0.4057
Epoch 1/2... Discriminator Loss: 1.1425... Generator Loss: 1.2369 Epoch 1/2... Discriminator Loss: 1.3549... Generator Loss: 0.5255 Epoch 1/2... Discriminator Loss: 1.2789... Generator Loss: 0.7713 Epoch 1/2... Discriminator Loss: 1.2012... Generator Loss: 0.8484 Epoch 1/2... Discriminator Loss: 1.2477... Generator Loss: 0.7104 Epoch 1/2... Discriminator Loss: 1.0390... Generator Loss: 0.8298 Epoch 1/2... Discriminator Loss: 1.1168... Generator Loss: 0.8077 Epoch 1/2... Discriminator Loss: 1.1576... Generator Loss: 0.7769 Epoch 1/2... Discriminator Loss: 1.2437... Generator Loss: 0.5995 Epoch 1/2... Discriminator Loss: 1.1478... Generator Loss: 1.0600 Epoch 1/2... Discriminator Loss: 1.2493... Generator Loss: 0.5528 Epoch 1/2... Discriminator Loss: 1.1266... Generator Loss: 1.1335 Epoch 1/2... Discriminator Loss: 1.1618... Generator Loss: 0.6473 Epoch 1/2... Discriminator Loss: 1.1356... Generator Loss: 1.0604 Epoch 1/2... Discriminator Loss: 1.1854... Generator Loss: 0.5478 Epoch 1/2... Discriminator Loss: 1.1501... Generator Loss: 1.3045 Epoch 1/2... Discriminator Loss: 1.2184... Generator Loss: 0.5274 Epoch 1/2... Discriminator Loss: 1.1361... Generator Loss: 1.2332 Epoch 1/2... Discriminator Loss: 1.3867... Generator Loss: 0.4472 Epoch 1/2... Discriminator Loss: 1.3485... Generator Loss: 1.3964
Epoch 1/2... Discriminator Loss: 1.4402... Generator Loss: 0.3669 Epoch 1/2... Discriminator Loss: 1.4592... Generator Loss: 1.4662 Epoch 1/2... Discriminator Loss: 1.3778... Generator Loss: 0.4199 Epoch 1/2... Discriminator Loss: 1.3384... Generator Loss: 1.1968 Epoch 1/2... Discriminator Loss: 1.2783... Generator Loss: 0.4946 Epoch 1/2... Discriminator Loss: 1.1343... Generator Loss: 1.1711 Epoch 1/2... Discriminator Loss: 1.3660... Generator Loss: 0.4663 Epoch 1/2... Discriminator Loss: 1.1683... Generator Loss: 1.0282 Epoch 1/2... Discriminator Loss: 1.2749... Generator Loss: 0.7581 Epoch 1/2... Discriminator Loss: 1.3676... Generator Loss: 0.4484 Epoch 1/2... Discriminator Loss: 1.2717... Generator Loss: 1.4645 Epoch 1/2... Discriminator Loss: 1.3260... Generator Loss: 0.4220 Epoch 1/2... Discriminator Loss: 1.0912... Generator Loss: 1.2988 Epoch 1/2... Discriminator Loss: 1.1717... Generator Loss: 0.5880 Epoch 1/2... Discriminator Loss: 1.1973... Generator Loss: 0.9076 Epoch 1/2... Discriminator Loss: 1.2037... Generator Loss: 0.6346 Epoch 1/2... Discriminator Loss: 1.1932... Generator Loss: 0.8453 Epoch 1/2... Discriminator Loss: 1.1755... Generator Loss: 0.6362 Epoch 1/2... Discriminator Loss: 1.0961... Generator Loss: 1.0238 Epoch 1/2... Discriminator Loss: 1.0890... Generator Loss: 0.7060
Epoch 1/2... Discriminator Loss: 1.0928... Generator Loss: 1.0071 Epoch 1/2... Discriminator Loss: 1.0046... Generator Loss: 0.8020 Epoch 1/2... Discriminator Loss: 1.1063... Generator Loss: 0.8169 Epoch 1/2... Discriminator Loss: 1.1665... Generator Loss: 0.6932 Epoch 1/2... Discriminator Loss: 1.1519... Generator Loss: 0.7761 Epoch 1/2... Discriminator Loss: 1.2646... Generator Loss: 0.7221 Epoch 1/2... Discriminator Loss: 1.1904... Generator Loss: 0.5949 Epoch 1/2... Discriminator Loss: 1.1484... Generator Loss: 1.2751 Epoch 1/2... Discriminator Loss: 1.4470... Generator Loss: 0.3514 Epoch 1/2... Discriminator Loss: 1.2944... Generator Loss: 1.5561 Epoch 1/2... Discriminator Loss: 1.3763... Generator Loss: 0.4616 Epoch 1/2... Discriminator Loss: 1.1149... Generator Loss: 1.2845 Epoch 1/2... Discriminator Loss: 1.2194... Generator Loss: 0.5201 Epoch 1/2... Discriminator Loss: 1.2891... Generator Loss: 1.1085 Epoch 1/2... Discriminator Loss: 1.2909... Generator Loss: 0.5150 Epoch 1/2... Discriminator Loss: 1.1012... Generator Loss: 1.7564 Epoch 1/2... Discriminator Loss: 1.1609... Generator Loss: 0.5144 Epoch 1/2... Discriminator Loss: 0.9944... Generator Loss: 1.4650 Epoch 1/2... Discriminator Loss: 1.4249... Generator Loss: 0.3983 Epoch 1/2... Discriminator Loss: 1.1011... Generator Loss: 1.5564
Epoch 1/2... Discriminator Loss: 1.0990... Generator Loss: 0.7617 Epoch 1/2... Discriminator Loss: 0.9725... Generator Loss: 0.7836 Epoch 1/2... Discriminator Loss: 1.0067... Generator Loss: 0.9162 Epoch 1/2... Discriminator Loss: 1.0172... Generator Loss: 0.9144 Epoch 1/2... Discriminator Loss: 1.0863... Generator Loss: 0.6501 Epoch 1/2... Discriminator Loss: 1.1650... Generator Loss: 1.7821 Epoch 1/2... Discriminator Loss: 1.6222... Generator Loss: 0.3103 Epoch 1/2... Discriminator Loss: 1.7210... Generator Loss: 2.0017 Epoch 1/2... Discriminator Loss: 1.5545... Generator Loss: 0.3321 Epoch 1/2... Discriminator Loss: 1.8504... Generator Loss: 2.3855 Epoch 1/2... Discriminator Loss: 1.9751... Generator Loss: 0.1881 Epoch 1/2... Discriminator Loss: 1.3302... Generator Loss: 1.3696 Epoch 1/2... Discriminator Loss: 1.2745... Generator Loss: 0.5951 Epoch 1/2... Discriminator Loss: 1.1437... Generator Loss: 0.8499 Epoch 1/2... Discriminator Loss: 1.1235... Generator Loss: 0.8820 Epoch 1/2... Discriminator Loss: 1.0594... Generator Loss: 0.7665 Epoch 1/2... Discriminator Loss: 1.0102... Generator Loss: 0.9235 Epoch 1/2... Discriminator Loss: 1.1705... Generator Loss: 0.7216 Epoch 1/2... Discriminator Loss: 1.2115... Generator Loss: 1.0064 Epoch 1/2... Discriminator Loss: 1.3838... Generator Loss: 0.4127
Epoch 1/2... Discriminator Loss: 1.5154... Generator Loss: 2.2247 Epoch 1/2... Discriminator Loss: 1.4599... Generator Loss: 0.3745 Epoch 1/2... Discriminator Loss: 1.1065... Generator Loss: 1.4015 Epoch 1/2... Discriminator Loss: 1.2470... Generator Loss: 0.6038 Epoch 1/2... Discriminator Loss: 1.1727... Generator Loss: 0.8090 Epoch 1/2... Discriminator Loss: 1.1308... Generator Loss: 0.9165 Epoch 1/2... Discriminator Loss: 1.1651... Generator Loss: 0.7041 Epoch 1/2... Discriminator Loss: 1.1392... Generator Loss: 0.9169 Epoch 1/2... Discriminator Loss: 1.2380... Generator Loss: 0.5344 Epoch 1/2... Discriminator Loss: 1.1099... Generator Loss: 1.0236 Epoch 1/2... Discriminator Loss: 1.1695... Generator Loss: 0.7003 Epoch 1/2... Discriminator Loss: 1.0788... Generator Loss: 0.9407 Epoch 1/2... Discriminator Loss: 1.1097... Generator Loss: 0.6583 Epoch 1/2... Discriminator Loss: 1.1080... Generator Loss: 1.1304 Epoch 1/2... Discriminator Loss: 1.1545... Generator Loss: 0.6696 Epoch 1/2... Discriminator Loss: 1.0558... Generator Loss: 0.8625 Epoch 1/2... Discriminator Loss: 1.1195... Generator Loss: 0.7303 Epoch 1/2... Discriminator Loss: 1.1468... Generator Loss: 0.8162 Epoch 1/2... Discriminator Loss: 1.0805... Generator Loss: 0.7638 Epoch 1/2... Discriminator Loss: 1.1620... Generator Loss: 0.7527
Epoch 1/2... Discriminator Loss: 1.0965... Generator Loss: 0.7707 Epoch 1/2... Discriminator Loss: 1.2673... Generator Loss: 0.5132 Epoch 1/2... Discriminator Loss: 1.1759... Generator Loss: 1.5435 Epoch 1/2... Discriminator Loss: 1.5260... Generator Loss: 0.3246 Epoch 1/2... Discriminator Loss: 1.2437... Generator Loss: 1.6811 Epoch 1/2... Discriminator Loss: 1.1704... Generator Loss: 0.5914 Epoch 1/2... Discriminator Loss: 1.1609... Generator Loss: 0.7456 Epoch 1/2... Discriminator Loss: 1.1473... Generator Loss: 0.7843 Epoch 1/2... Discriminator Loss: 1.1114... Generator Loss: 0.8398 Epoch 1/2... Discriminator Loss: 1.0709... Generator Loss: 0.7645 Epoch 1/2... Discriminator Loss: 1.0978... Generator Loss: 1.0220 Epoch 1/2... Discriminator Loss: 1.3116... Generator Loss: 0.4773 Epoch 1/2... Discriminator Loss: 1.1704... Generator Loss: 1.5900 Epoch 1/2... Discriminator Loss: 1.6655... Generator Loss: 0.2978 Epoch 1/2... Discriminator Loss: 1.4607... Generator Loss: 1.7858 Epoch 1/2... Discriminator Loss: 1.5117... Generator Loss: 0.3447 Epoch 1/2... Discriminator Loss: 1.1592... Generator Loss: 1.2284 Epoch 1/2... Discriminator Loss: 1.2353... Generator Loss: 0.5251 Epoch 1/2... Discriminator Loss: 1.2475... Generator Loss: 1.1371 Epoch 1/2... Discriminator Loss: 1.2339... Generator Loss: 0.5478
Epoch 1/2... Discriminator Loss: 1.1513... Generator Loss: 0.9201 Epoch 1/2... Discriminator Loss: 1.1947... Generator Loss: 0.7545 Epoch 1/2... Discriminator Loss: 1.1128... Generator Loss: 0.7122 Epoch 1/2... Discriminator Loss: 1.1664... Generator Loss: 0.8157 Epoch 1/2... Discriminator Loss: 1.0864... Generator Loss: 1.0631 Epoch 1/2... Discriminator Loss: 1.4691... Generator Loss: 0.3489 Epoch 1/2... Discriminator Loss: 1.4052... Generator Loss: 1.8720 Epoch 1/2... Discriminator Loss: 1.3334... Generator Loss: 0.4571 Epoch 1/2... Discriminator Loss: 1.1750... Generator Loss: 1.2413 Epoch 1/2... Discriminator Loss: 1.2515... Generator Loss: 0.5964 Epoch 1/2... Discriminator Loss: 1.0667... Generator Loss: 1.0445 Epoch 1/2... Discriminator Loss: 1.2287... Generator Loss: 0.6422 Epoch 1/2... Discriminator Loss: 1.2193... Generator Loss: 0.8747 Epoch 1/2... Discriminator Loss: 1.1744... Generator Loss: 0.6459 Epoch 1/2... Discriminator Loss: 1.1373... Generator Loss: 0.8692 Epoch 1/2... Discriminator Loss: 1.1077... Generator Loss: 0.7069 Epoch 1/2... Discriminator Loss: 1.1201... Generator Loss: 0.8849 Epoch 1/2... Discriminator Loss: 1.1019... Generator Loss: 0.7042 Epoch 1/2... Discriminator Loss: 1.0411... Generator Loss: 0.7975 Epoch 1/2... Discriminator Loss: 1.0282... Generator Loss: 1.0195
Epoch 1/2... Discriminator Loss: 0.9764... Generator Loss: 0.9621 Epoch 1/2... Discriminator Loss: 1.2186... Generator Loss: 0.5285 Epoch 1/2... Discriminator Loss: 1.3768... Generator Loss: 1.5849 Epoch 1/2... Discriminator Loss: 1.4097... Generator Loss: 0.3860 Epoch 1/2... Discriminator Loss: 1.4126... Generator Loss: 1.6769 Epoch 1/2... Discriminator Loss: 1.4734... Generator Loss: 0.3716 Epoch 1/2... Discriminator Loss: 1.3306... Generator Loss: 1.3861 Epoch 1/2... Discriminator Loss: 1.2672... Generator Loss: 0.4663 Epoch 1/2... Discriminator Loss: 1.1378... Generator Loss: 1.1511 Epoch 1/2... Discriminator Loss: 1.2448... Generator Loss: 0.5605 Epoch 1/2... Discriminator Loss: 1.2129... Generator Loss: 0.9435 Epoch 1/2... Discriminator Loss: 1.0684... Generator Loss: 0.6773 Epoch 1/2... Discriminator Loss: 1.0746... Generator Loss: 0.9728 Epoch 1/2... Discriminator Loss: 1.1938... Generator Loss: 0.5310 Epoch 1/2... Discriminator Loss: 1.3360... Generator Loss: 1.3797 Epoch 1/2... Discriminator Loss: 1.7812... Generator Loss: 0.2481 Epoch 1/2... Discriminator Loss: 1.3755... Generator Loss: 1.6122 Epoch 1/2... Discriminator Loss: 1.2171... Generator Loss: 0.5148 Epoch 1/2... Discriminator Loss: 1.1561... Generator Loss: 1.1395 Epoch 1/2... Discriminator Loss: 1.2622... Generator Loss: 0.5612
Epoch 1/2... Discriminator Loss: 1.1092... Generator Loss: 0.9976 Epoch 1/2... Discriminator Loss: 1.1955... Generator Loss: 0.7770 Epoch 1/2... Discriminator Loss: 1.1408... Generator Loss: 0.7329 Epoch 1/2... Discriminator Loss: 1.1802... Generator Loss: 0.8886 Epoch 1/2... Discriminator Loss: 1.2457... Generator Loss: 0.5422 Epoch 1/2... Discriminator Loss: 1.3000... Generator Loss: 1.5661 Epoch 1/2... Discriminator Loss: 1.3480... Generator Loss: 0.4116 Epoch 1/2... Discriminator Loss: 1.4180... Generator Loss: 1.6453 Epoch 1/2... Discriminator Loss: 1.3769... Generator Loss: 0.4163 Epoch 1/2... Discriminator Loss: 1.1715... Generator Loss: 1.2229 Epoch 1/2... Discriminator Loss: 1.1971... Generator Loss: 0.6334 Epoch 1/2... Discriminator Loss: 1.2755... Generator Loss: 0.7340 Epoch 1/2... Discriminator Loss: 1.1987... Generator Loss: 0.7527 Epoch 1/2... Discriminator Loss: 1.2066... Generator Loss: 0.7171 Epoch 1/2... Discriminator Loss: 1.1652... Generator Loss: 0.9502 Epoch 1/2... Discriminator Loss: 1.2015... Generator Loss: 0.6159 Epoch 1/2... Discriminator Loss: 1.0747... Generator Loss: 1.0100 Epoch 1/2... Discriminator Loss: 1.1652... Generator Loss: 0.6726 Epoch 1/2... Discriminator Loss: 1.1347... Generator Loss: 1.0083 Epoch 1/2... Discriminator Loss: 1.2539... Generator Loss: 0.5187
Epoch 1/2... Discriminator Loss: 1.2219... Generator Loss: 1.2360 Epoch 1/2... Discriminator Loss: 1.1298... Generator Loss: 0.6440 Epoch 1/2... Discriminator Loss: 1.1560... Generator Loss: 0.8776 Epoch 1/2... Discriminator Loss: 1.3731... Generator Loss: 0.4886 Epoch 1/2... Discriminator Loss: 1.2087... Generator Loss: 1.2169 Epoch 1/2... Discriminator Loss: 1.2828... Generator Loss: 0.5140 Epoch 1/2... Discriminator Loss: 1.1133... Generator Loss: 1.1312 Epoch 1/2... Discriminator Loss: 1.1572... Generator Loss: 0.6772 Epoch 1/2... Discriminator Loss: 1.1647... Generator Loss: 0.8068 Epoch 1/2... Discriminator Loss: 1.1484... Generator Loss: 0.6411 Epoch 1/2... Discriminator Loss: 1.2315... Generator Loss: 1.2166 Epoch 1/2... Discriminator Loss: 1.3789... Generator Loss: 0.4134 Epoch 1/2... Discriminator Loss: 1.2152... Generator Loss: 1.3514 Epoch 1/2... Discriminator Loss: 1.4130... Generator Loss: 0.3897 Epoch 1/2... Discriminator Loss: 1.1563... Generator Loss: 0.9588 Epoch 1/2... Discriminator Loss: 1.0607... Generator Loss: 0.9990 Epoch 1/2... Discriminator Loss: 1.2420... Generator Loss: 0.5407 Epoch 1/2... Discriminator Loss: 1.0936... Generator Loss: 1.2926 Epoch 1/2... Discriminator Loss: 1.3712... Generator Loss: 0.4735 Epoch 1/2... Discriminator Loss: 1.1682... Generator Loss: 1.2685
Epoch 1/2... Discriminator Loss: 1.3157... Generator Loss: 0.4449 Epoch 1/2... Discriminator Loss: 1.2715... Generator Loss: 1.1549 Epoch 1/2... Discriminator Loss: 1.2013... Generator Loss: 0.6442 Epoch 1/2... Discriminator Loss: 1.1375... Generator Loss: 0.7545 Epoch 1/2... Discriminator Loss: 1.1639... Generator Loss: 0.9175 Epoch 1/2... Discriminator Loss: 1.1737... Generator Loss: 0.5995 Epoch 1/2... Discriminator Loss: 1.0983... Generator Loss: 0.9256 Epoch 1/2... Discriminator Loss: 1.2178... Generator Loss: 0.5681 Epoch 1/2... Discriminator Loss: 1.0643... Generator Loss: 1.4219 Epoch 1/2... Discriminator Loss: 1.4051... Generator Loss: 0.3776 Epoch 1/2... Discriminator Loss: 1.4911... Generator Loss: 1.8834 Epoch 1/2... Discriminator Loss: 1.4761... Generator Loss: 0.3415 Epoch 1/2... Discriminator Loss: 1.3447... Generator Loss: 1.5404 Epoch 1/2... Discriminator Loss: 1.1659... Generator Loss: 0.5646 Epoch 1/2... Discriminator Loss: 1.1517... Generator Loss: 1.0255 Epoch 1/2... Discriminator Loss: 1.0933... Generator Loss: 0.7484 Epoch 1/2... Discriminator Loss: 1.0918... Generator Loss: 0.7600 Epoch 1/2... Discriminator Loss: 1.0333... Generator Loss: 1.0817 Epoch 1/2... Discriminator Loss: 1.1118... Generator Loss: 0.6207 Epoch 1/2... Discriminator Loss: 1.0647... Generator Loss: 0.9717
Epoch 1/2... Discriminator Loss: 1.2830... Generator Loss: 0.4886 Epoch 1/2... Discriminator Loss: 1.0955... Generator Loss: 1.7367 Epoch 1/2... Discriminator Loss: 1.4016... Generator Loss: 0.3840 Epoch 1/2... Discriminator Loss: 1.4071... Generator Loss: 1.7688 Epoch 1/2... Discriminator Loss: 1.3954... Generator Loss: 0.3813 Epoch 1/2... Discriminator Loss: 1.2426... Generator Loss: 1.5500 Epoch 1/2... Discriminator Loss: 1.3328... Generator Loss: 0.4524 Epoch 1/2... Discriminator Loss: 1.0842... Generator Loss: 0.9854 Epoch 1/2... Discriminator Loss: 1.0015... Generator Loss: 0.8809 Epoch 1/2... Discriminator Loss: 1.1038... Generator Loss: 0.7374 Epoch 1/2... Discriminator Loss: 1.1149... Generator Loss: 0.8501 Epoch 1/2... Discriminator Loss: 0.9901... Generator Loss: 0.9808 Epoch 1/2... Discriminator Loss: 1.2596... Generator Loss: 0.5174 Epoch 1/2... Discriminator Loss: 1.1148... Generator Loss: 1.2432 Epoch 1/2... Discriminator Loss: 1.3514... Generator Loss: 0.4515 Epoch 1/2... Discriminator Loss: 1.1905... Generator Loss: 1.2776 Epoch 1/2... Discriminator Loss: 1.1812... Generator Loss: 0.5993 Epoch 1/2... Discriminator Loss: 1.1060... Generator Loss: 0.7213 Epoch 1/2... Discriminator Loss: 1.0564... Generator Loss: 0.9051 Epoch 1/2... Discriminator Loss: 1.0565... Generator Loss: 0.7345
Epoch 1/2... Discriminator Loss: 1.1317... Generator Loss: 1.2354 Epoch 1/2... Discriminator Loss: 1.2385... Generator Loss: 0.5079 Epoch 1/2... Discriminator Loss: 1.1708... Generator Loss: 1.1104 Epoch 1/2... Discriminator Loss: 1.1401... Generator Loss: 0.7607 Epoch 1/2... Discriminator Loss: 1.2004... Generator Loss: 0.6835 Epoch 1/2... Discriminator Loss: 1.0365... Generator Loss: 0.7761 Epoch 1/2... Discriminator Loss: 1.1296... Generator Loss: 1.1124 Epoch 1/2... Discriminator Loss: 1.2449... Generator Loss: 0.5045 Epoch 1/2... Discriminator Loss: 1.2981... Generator Loss: 1.1083 Epoch 1/2... Discriminator Loss: 1.1626... Generator Loss: 0.5360 Epoch 1/2... Discriminator Loss: 1.1275... Generator Loss: 1.3470 Epoch 1/2... Discriminator Loss: 1.2338... Generator Loss: 0.4992 Epoch 1/2... Discriminator Loss: 1.0365... Generator Loss: 1.0605 Epoch 1/2... Discriminator Loss: 1.0050... Generator Loss: 0.8050 Epoch 1/2... Discriminator Loss: 1.1333... Generator Loss: 0.6256 Epoch 1/2... Discriminator Loss: 1.1671... Generator Loss: 0.8338 Epoch 1/2... Discriminator Loss: 1.1725... Generator Loss: 0.9789 Epoch 1/2... Discriminator Loss: 1.1341... Generator Loss: 0.6465 Epoch 1/2... Discriminator Loss: 1.0580... Generator Loss: 0.9467 Epoch 1/2... Discriminator Loss: 1.1621... Generator Loss: 0.5631
Epoch 1/2... Discriminator Loss: 1.4497... Generator Loss: 1.8171 Epoch 1/2... Discriminator Loss: 1.6094... Generator Loss: 0.3024 Epoch 1/2... Discriminator Loss: 1.7657... Generator Loss: 1.8022 Epoch 1/2... Discriminator Loss: 1.7517... Generator Loss: 0.2833 Epoch 1/2... Discriminator Loss: 1.2604... Generator Loss: 1.3428 Epoch 1/2... Discriminator Loss: 1.2486... Generator Loss: 0.6046 Epoch 1/2... Discriminator Loss: 1.1730... Generator Loss: 0.9296 Epoch 1/2... Discriminator Loss: 1.1006... Generator Loss: 0.7138 Epoch 1/2... Discriminator Loss: 1.1031... Generator Loss: 0.9696 Epoch 1/2... Discriminator Loss: 1.2497... Generator Loss: 0.5961 Epoch 1/2... Discriminator Loss: 1.0982... Generator Loss: 0.9051 Epoch 1/2... Discriminator Loss: 1.2361... Generator Loss: 0.6172 Epoch 1/2... Discriminator Loss: 1.2440... Generator Loss: 1.2562 Epoch 1/2... Discriminator Loss: 1.4956... Generator Loss: 0.3387 Epoch 1/2... Discriminator Loss: 1.2327... Generator Loss: 1.4175 Epoch 1/2... Discriminator Loss: 1.1953... Generator Loss: 0.6003 Epoch 1/2... Discriminator Loss: 1.2844... Generator Loss: 0.7948 Epoch 1/2... Discriminator Loss: 1.1356... Generator Loss: 0.7740 Epoch 1/2... Discriminator Loss: 1.1167... Generator Loss: 0.8029 Epoch 1/2... Discriminator Loss: 1.1750... Generator Loss: 0.7830
Epoch 1/2... Discriminator Loss: 1.1441... Generator Loss: 0.8361 Epoch 1/2... Discriminator Loss: 1.0874... Generator Loss: 0.7341 Epoch 1/2... Discriminator Loss: 0.9741... Generator Loss: 1.0977 Epoch 1/2... Discriminator Loss: 1.1227... Generator Loss: 0.7044 Epoch 1/2... Discriminator Loss: 1.2816... Generator Loss: 0.5130 Epoch 1/2... Discriminator Loss: 1.1436... Generator Loss: 1.4026 Epoch 1/2... Discriminator Loss: 1.4972... Generator Loss: 0.3572 Epoch 1/2... Discriminator Loss: 1.2621... Generator Loss: 1.1499 Epoch 1/2... Discriminator Loss: 1.1546... Generator Loss: 0.6487 Epoch 1/2... Discriminator Loss: 1.2455... Generator Loss: 0.5771 Epoch 1/2... Discriminator Loss: 1.1939... Generator Loss: 1.0999 Epoch 1/2... Discriminator Loss: 1.3671... Generator Loss: 0.4058 Epoch 1/2... Discriminator Loss: 1.2287... Generator Loss: 1.5657 Epoch 1/2... Discriminator Loss: 1.5351... Generator Loss: 0.3506 Epoch 1/2... Discriminator Loss: 1.2607... Generator Loss: 1.6016 Epoch 1/2... Discriminator Loss: 1.2639... Generator Loss: 0.4444 Epoch 1/2... Discriminator Loss: 1.2066... Generator Loss: 1.3667 Epoch 1/2... Discriminator Loss: 1.1494... Generator Loss: 0.5255 Epoch 1/2... Discriminator Loss: 1.0465... Generator Loss: 1.3052 Epoch 1/2... Discriminator Loss: 1.2058... Generator Loss: 0.5531
Epoch 1/2... Discriminator Loss: 1.1176... Generator Loss: 1.1546 Epoch 1/2... Discriminator Loss: 1.2776... Generator Loss: 0.5338 Epoch 1/2... Discriminator Loss: 1.1031... Generator Loss: 1.2979 Epoch 1/2... Discriminator Loss: 1.2702... Generator Loss: 0.4628 Epoch 1/2... Discriminator Loss: 1.2407... Generator Loss: 1.4985 Epoch 1/2... Discriminator Loss: 1.2293... Generator Loss: 0.5010 Epoch 1/2... Discriminator Loss: 1.1395... Generator Loss: 1.0869 Epoch 1/2... Discriminator Loss: 1.2516... Generator Loss: 0.6416 Epoch 1/2... Discriminator Loss: 1.0545... Generator Loss: 0.9243 Epoch 1/2... Discriminator Loss: 1.1860... Generator Loss: 0.7891 Epoch 1/2... Discriminator Loss: 1.1402... Generator Loss: 0.7204 Epoch 1/2... Discriminator Loss: 1.1198... Generator Loss: 0.8508 Epoch 1/2... Discriminator Loss: 1.1048... Generator Loss: 0.9237 Epoch 1/2... Discriminator Loss: 1.1794... Generator Loss: 0.6101 Epoch 1/2... Discriminator Loss: 1.2119... Generator Loss: 1.0389 Epoch 1/2... Discriminator Loss: 1.3568... Generator Loss: 0.4485 Epoch 1/2... Discriminator Loss: 1.1383... Generator Loss: 1.3291 Epoch 1/2... Discriminator Loss: 1.1412... Generator Loss: 0.5917 Epoch 1/2... Discriminator Loss: 1.1079... Generator Loss: 1.2350 Epoch 1/2... Discriminator Loss: 1.1811... Generator Loss: 0.5666
Epoch 1/2... Discriminator Loss: 0.9442... Generator Loss: 1.0754 Epoch 1/2... Discriminator Loss: 1.1129... Generator Loss: 0.7549 Epoch 1/2... Discriminator Loss: 1.1601... Generator Loss: 0.7876 Epoch 1/2... Discriminator Loss: 1.2030... Generator Loss: 0.5446 Epoch 1/2... Discriminator Loss: 1.1433... Generator Loss: 1.4255 Epoch 1/2... Discriminator Loss: 1.3596... Generator Loss: 0.4171 Epoch 1/2... Discriminator Loss: 1.3810... Generator Loss: 1.6724 Epoch 1/2... Discriminator Loss: 1.4130... Generator Loss: 0.3892 Epoch 1/2... Discriminator Loss: 1.2712... Generator Loss: 1.3793 Epoch 1/2... Discriminator Loss: 1.3913... Generator Loss: 0.4360 Epoch 1/2... Discriminator Loss: 1.1000... Generator Loss: 1.1871 Epoch 1/2... Discriminator Loss: 1.3311... Generator Loss: 0.4445 Epoch 1/2... Discriminator Loss: 1.1759... Generator Loss: 1.3478 Epoch 1/2... Discriminator Loss: 1.2519... Generator Loss: 0.4945 Epoch 1/2... Discriminator Loss: 0.9892... Generator Loss: 1.3733 Epoch 1/2... Discriminator Loss: 1.1095... Generator Loss: 0.6575 Epoch 1/2... Discriminator Loss: 1.0280... Generator Loss: 0.8473 Epoch 1/2... Discriminator Loss: 1.1767... Generator Loss: 0.7018 Epoch 1/2... Discriminator Loss: 1.0241... Generator Loss: 1.0255 Epoch 1/2... Discriminator Loss: 1.1346... Generator Loss: 0.5809
Epoch 1/2... Discriminator Loss: 1.1220... Generator Loss: 1.1741 Epoch 1/2... Discriminator Loss: 1.1089... Generator Loss: 0.6880 Epoch 1/2... Discriminator Loss: 1.1869... Generator Loss: 0.7548 Epoch 1/2... Discriminator Loss: 0.9746... Generator Loss: 1.0049 Epoch 1/2... Discriminator Loss: 1.0731... Generator Loss: 0.7221 Epoch 1/2... Discriminator Loss: 0.9246... Generator Loss: 1.0752 Epoch 1/2... Discriminator Loss: 1.1026... Generator Loss: 0.6190 Epoch 1/2... Discriminator Loss: 1.1435... Generator Loss: 0.8647 Epoch 1/2... Discriminator Loss: 0.9955... Generator Loss: 0.7785 Epoch 1/2... Discriminator Loss: 1.1513... Generator Loss: 0.7303 Epoch 1/2... Discriminator Loss: 1.0197... Generator Loss: 0.7721 Epoch 1/2... Discriminator Loss: 1.0860... Generator Loss: 1.3585 Epoch 1/2... Discriminator Loss: 1.4842... Generator Loss: 0.3513 Epoch 1/2... Discriminator Loss: 1.3176... Generator Loss: 1.7011 Epoch 1/2... Discriminator Loss: 1.3713... Generator Loss: 0.3892 Epoch 1/2... Discriminator Loss: 1.1209... Generator Loss: 1.4120 Epoch 1/2... Discriminator Loss: 1.2792... Generator Loss: 0.5452 Epoch 1/2... Discriminator Loss: 1.0772... Generator Loss: 1.1406 Epoch 1/2... Discriminator Loss: 1.1515... Generator Loss: 0.5663 Epoch 1/2... Discriminator Loss: 1.3103... Generator Loss: 1.5717
Epoch 1/2... Discriminator Loss: 1.5824... Generator Loss: 0.3160 Epoch 1/2... Discriminator Loss: 1.3261... Generator Loss: 1.9808 Epoch 1/2... Discriminator Loss: 1.4578... Generator Loss: 0.3706 Epoch 1/2... Discriminator Loss: 1.1941... Generator Loss: 1.5464 Epoch 1/2... Discriminator Loss: 1.4459... Generator Loss: 0.4350 Epoch 1/2... Discriminator Loss: 0.9894... Generator Loss: 1.0033 Epoch 1/2... Discriminator Loss: 1.1478... Generator Loss: 0.8264 Epoch 1/2... Discriminator Loss: 1.1363... Generator Loss: 0.6611 Epoch 1/2... Discriminator Loss: 0.9856... Generator Loss: 1.0726 Epoch 1/2... Discriminator Loss: 1.0214... Generator Loss: 0.8558 Epoch 1/2... Discriminator Loss: 1.4168... Generator Loss: 0.4613 Epoch 1/2... Discriminator Loss: 1.0660... Generator Loss: 1.5000 Epoch 1/2... Discriminator Loss: 1.1572... Generator Loss: 0.4936 Epoch 1/2... Discriminator Loss: 1.1678... Generator Loss: 1.1775 Epoch 1/2... Discriminator Loss: 1.2684... Generator Loss: 0.4925 Epoch 1/2... Discriminator Loss: 1.1885... Generator Loss: 1.3891 Epoch 1/2... Discriminator Loss: 1.3784... Generator Loss: 0.4269 Epoch : 1 Epoch 2/2... Discriminator Loss: 1.1053... Generator Loss: 1.3258 Epoch 2/2... Discriminator Loss: 1.1579... Generator Loss: 0.5935 Epoch 2/2... Discriminator Loss: 1.1297... Generator Loss: 1.3742
Epoch 2/2... Discriminator Loss: 1.5296... Generator Loss: 0.3102 Epoch 2/2... Discriminator Loss: 1.5964... Generator Loss: 1.9783 Epoch 2/2... Discriminator Loss: 1.3539... Generator Loss: 0.4190 Epoch 2/2... Discriminator Loss: 1.0698... Generator Loss: 0.9656 Epoch 2/2... Discriminator Loss: 1.1582... Generator Loss: 0.7782 Epoch 2/2... Discriminator Loss: 1.2516... Generator Loss: 0.8223 Epoch 2/2... Discriminator Loss: 1.2209... Generator Loss: 0.7305 Epoch 2/2... Discriminator Loss: 1.2480... Generator Loss: 0.6012 Epoch 2/2... Discriminator Loss: 1.2665... Generator Loss: 1.2155 Epoch 2/2... Discriminator Loss: 1.2171... Generator Loss: 0.5420 Epoch 2/2... Discriminator Loss: 1.0988... Generator Loss: 0.9204 Epoch 2/2... Discriminator Loss: 1.1235... Generator Loss: 0.6819 Epoch 2/2... Discriminator Loss: 1.0748... Generator Loss: 1.0775 Epoch 2/2... Discriminator Loss: 1.1674... Generator Loss: 0.5843 Epoch 2/2... Discriminator Loss: 1.1424... Generator Loss: 1.0843 Epoch 2/2... Discriminator Loss: 1.1098... Generator Loss: 0.6911 Epoch 2/2... Discriminator Loss: 0.9464... Generator Loss: 0.9172 Epoch 2/2... Discriminator Loss: 1.0644... Generator Loss: 0.7558 Epoch 2/2... Discriminator Loss: 1.1611... Generator Loss: 0.6609 Epoch 2/2... Discriminator Loss: 1.0355... Generator Loss: 0.9675
Epoch 2/2... Discriminator Loss: 1.0180... Generator Loss: 1.0355 Epoch 2/2... Discriminator Loss: 1.5479... Generator Loss: 0.3265 Epoch 2/2... Discriminator Loss: 1.5071... Generator Loss: 1.8491 Epoch 2/2... Discriminator Loss: 1.6056... Generator Loss: 0.3046 Epoch 2/2... Discriminator Loss: 1.5482... Generator Loss: 1.6929 Epoch 2/2... Discriminator Loss: 1.3278... Generator Loss: 0.4098 Epoch 2/2... Discriminator Loss: 1.0453... Generator Loss: 1.2356 Epoch 2/2... Discriminator Loss: 1.2490... Generator Loss: 0.5947 Epoch 2/2... Discriminator Loss: 1.1080... Generator Loss: 0.8729 Epoch 2/2... Discriminator Loss: 1.2093... Generator Loss: 0.7991 Epoch 2/2... Discriminator Loss: 1.1403... Generator Loss: 0.8351 Epoch 2/2... Discriminator Loss: 1.1244... Generator Loss: 0.7460 Epoch 2/2... Discriminator Loss: 1.0914... Generator Loss: 0.8192 Epoch 2/2... Discriminator Loss: 1.1298... Generator Loss: 0.8003 Epoch 2/2... Discriminator Loss: 1.1723... Generator Loss: 0.6652 Epoch 2/2... Discriminator Loss: 1.1295... Generator Loss: 1.3348 Epoch 2/2... Discriminator Loss: 1.6659... Generator Loss: 0.2868 Epoch 2/2... Discriminator Loss: 1.5127... Generator Loss: 1.6204 Epoch 2/2... Discriminator Loss: 1.1946... Generator Loss: 0.5632 Epoch 2/2... Discriminator Loss: 1.1175... Generator Loss: 0.9067
Epoch 2/2... Discriminator Loss: 1.0485... Generator Loss: 0.9342 Epoch 2/2... Discriminator Loss: 1.0559... Generator Loss: 0.8852 Epoch 2/2... Discriminator Loss: 1.0536... Generator Loss: 0.7796 Epoch 2/2... Discriminator Loss: 1.0318... Generator Loss: 0.8577 Epoch 2/2... Discriminator Loss: 1.0272... Generator Loss: 0.8862 Epoch 2/2... Discriminator Loss: 0.9988... Generator Loss: 0.8559 Epoch 2/2... Discriminator Loss: 1.0620... Generator Loss: 0.6763 Epoch 2/2... Discriminator Loss: 1.0119... Generator Loss: 1.1144 Epoch 2/2... Discriminator Loss: 1.1504... Generator Loss: 0.6040 Epoch 2/2... Discriminator Loss: 1.1588... Generator Loss: 1.5713 Epoch 2/2... Discriminator Loss: 1.5478... Generator Loss: 0.3152 Epoch 2/2... Discriminator Loss: 1.3910... Generator Loss: 1.6780 Epoch 2/2... Discriminator Loss: 1.3831... Generator Loss: 0.4297 Epoch 2/2... Discriminator Loss: 1.1522... Generator Loss: 0.9596 Epoch 2/2... Discriminator Loss: 1.1619... Generator Loss: 0.6550 Epoch 2/2... Discriminator Loss: 1.0665... Generator Loss: 0.9672 Epoch 2/2... Discriminator Loss: 1.2469... Generator Loss: 0.5468 Epoch 2/2... Discriminator Loss: 1.1087... Generator Loss: 1.2458 Epoch 2/2... Discriminator Loss: 1.2478... Generator Loss: 0.5502 Epoch 2/2... Discriminator Loss: 1.1708... Generator Loss: 0.7965
Epoch 2/2... Discriminator Loss: 1.1664... Generator Loss: 0.6974 Epoch 2/2... Discriminator Loss: 1.1889... Generator Loss: 0.7340 Epoch 2/2... Discriminator Loss: 1.1148... Generator Loss: 0.8803 Epoch 2/2... Discriminator Loss: 1.3260... Generator Loss: 0.4285 Epoch 2/2... Discriminator Loss: 1.1831... Generator Loss: 1.2468 Epoch 2/2... Discriminator Loss: 1.1877... Generator Loss: 0.5421 Epoch 2/2... Discriminator Loss: 1.0410... Generator Loss: 1.0291 Epoch 2/2... Discriminator Loss: 1.0508... Generator Loss: 0.7193 Epoch 2/2... Discriminator Loss: 1.0648... Generator Loss: 1.0692 Epoch 2/2... Discriminator Loss: 1.3622... Generator Loss: 0.4385 Epoch 2/2... Discriminator Loss: 1.5196... Generator Loss: 1.9005 Epoch 2/2... Discriminator Loss: 1.6896... Generator Loss: 0.2839 Epoch 2/2... Discriminator Loss: 1.5074... Generator Loss: 2.1196 Epoch 2/2... Discriminator Loss: 1.4941... Generator Loss: 0.3223 Epoch 2/2... Discriminator Loss: 1.1418... Generator Loss: 1.3363 Epoch 2/2... Discriminator Loss: 1.1506... Generator Loss: 0.7131 Epoch 2/2... Discriminator Loss: 1.0624... Generator Loss: 0.8384 Epoch 2/2... Discriminator Loss: 1.1897... Generator Loss: 0.6452 Epoch 2/2... Discriminator Loss: 1.2475... Generator Loss: 1.0158 Epoch 2/2... Discriminator Loss: 1.1726... Generator Loss: 0.5925
Epoch 2/2... Discriminator Loss: 1.1533... Generator Loss: 1.1037 Epoch 2/2... Discriminator Loss: 1.1271... Generator Loss: 0.5573 Epoch 2/2... Discriminator Loss: 1.3181... Generator Loss: 1.3261 Epoch 2/2... Discriminator Loss: 1.4323... Generator Loss: 0.3846 Epoch 2/2... Discriminator Loss: 1.1213... Generator Loss: 1.1479 Epoch 2/2... Discriminator Loss: 1.0045... Generator Loss: 0.8172 Epoch 2/2... Discriminator Loss: 1.0357... Generator Loss: 0.7455 Epoch 2/2... Discriminator Loss: 0.9515... Generator Loss: 0.8880 Epoch 2/2... Discriminator Loss: 1.1812... Generator Loss: 0.6932 Epoch 2/2... Discriminator Loss: 1.0333... Generator Loss: 1.0163 Epoch 2/2... Discriminator Loss: 1.2881... Generator Loss: 0.4532 Epoch 2/2... Discriminator Loss: 0.9849... Generator Loss: 1.4628 Epoch 2/2... Discriminator Loss: 1.2426... Generator Loss: 0.4960 Epoch 2/2... Discriminator Loss: 1.0280... Generator Loss: 1.0828 Epoch 2/2... Discriminator Loss: 1.1269... Generator Loss: 0.6572 Epoch 2/2... Discriminator Loss: 1.1404... Generator Loss: 1.1048 Epoch 2/2... Discriminator Loss: 1.4950... Generator Loss: 0.3854 Epoch 2/2... Discriminator Loss: 1.1760... Generator Loss: 1.2894 Epoch 2/2... Discriminator Loss: 1.2452... Generator Loss: 0.4904 Epoch 2/2... Discriminator Loss: 1.2554... Generator Loss: 1.4857
Epoch 2/2... Discriminator Loss: 1.3940... Generator Loss: 0.3782 Epoch 2/2... Discriminator Loss: 1.5711... Generator Loss: 1.9407 Epoch 2/2... Discriminator Loss: 1.2212... Generator Loss: 0.4988 Epoch 2/2... Discriminator Loss: 1.2825... Generator Loss: 1.6651 Epoch 2/2... Discriminator Loss: 1.2655... Generator Loss: 0.4424 Epoch 2/2... Discriminator Loss: 1.0469... Generator Loss: 1.1569 Epoch 2/2... Discriminator Loss: 1.1120... Generator Loss: 0.7460 Epoch 2/2... Discriminator Loss: 1.0495... Generator Loss: 0.8367 Epoch 2/2... Discriminator Loss: 1.0409... Generator Loss: 0.9573 Epoch 2/2... Discriminator Loss: 1.2805... Generator Loss: 0.5051 Epoch 2/2... Discriminator Loss: 1.3134... Generator Loss: 1.6436 Epoch 2/2... Discriminator Loss: 1.5830... Generator Loss: 0.3439 Epoch 2/2... Discriminator Loss: 1.1643... Generator Loss: 1.4865 Epoch 2/2... Discriminator Loss: 1.2812... Generator Loss: 0.5277 Epoch 2/2... Discriminator Loss: 1.1333... Generator Loss: 0.8178 Epoch 2/2... Discriminator Loss: 1.1463... Generator Loss: 0.6864 Epoch 2/2... Discriminator Loss: 1.1767... Generator Loss: 1.0549 Epoch 2/2... Discriminator Loss: 1.1227... Generator Loss: 0.5907 Epoch 2/2... Discriminator Loss: 1.1083... Generator Loss: 1.0681 Epoch 2/2... Discriminator Loss: 1.1425... Generator Loss: 0.6152
Epoch 2/2... Discriminator Loss: 1.1290... Generator Loss: 1.0472 Epoch 2/2... Discriminator Loss: 1.0947... Generator Loss: 0.8475 Epoch 2/2... Discriminator Loss: 1.1426... Generator Loss: 0.6585 Epoch 2/2... Discriminator Loss: 1.0157... Generator Loss: 0.9707 Epoch 2/2... Discriminator Loss: 0.9801... Generator Loss: 0.8538 Epoch 2/2... Discriminator Loss: 1.0672... Generator Loss: 0.6942 Epoch 2/2... Discriminator Loss: 1.0327... Generator Loss: 1.0229 Epoch 2/2... Discriminator Loss: 1.0777... Generator Loss: 0.7872 Epoch 2/2... Discriminator Loss: 1.0348... Generator Loss: 0.7323 Epoch 2/2... Discriminator Loss: 1.1029... Generator Loss: 1.4378 Epoch 2/2... Discriminator Loss: 1.6129... Generator Loss: 0.2929 Epoch 2/2... Discriminator Loss: 1.6163... Generator Loss: 1.9367 Epoch 2/2... Discriminator Loss: 1.3543... Generator Loss: 0.4181 Epoch 2/2... Discriminator Loss: 1.1738... Generator Loss: 1.0174 Epoch 2/2... Discriminator Loss: 1.2605... Generator Loss: 0.5842 Epoch 2/2... Discriminator Loss: 1.0755... Generator Loss: 0.8096 Epoch 2/2... Discriminator Loss: 1.1112... Generator Loss: 0.8956 Epoch 2/2... Discriminator Loss: 1.2783... Generator Loss: 0.6176 Epoch 2/2... Discriminator Loss: 1.2858... Generator Loss: 0.6396 Epoch 2/2... Discriminator Loss: 1.1892... Generator Loss: 0.9195
Epoch 2/2... Discriminator Loss: 1.3280... Generator Loss: 0.4503 Epoch 2/2... Discriminator Loss: 1.1684... Generator Loss: 1.3640 Epoch 2/2... Discriminator Loss: 1.1413... Generator Loss: 0.6186 Epoch 2/2... Discriminator Loss: 1.0794... Generator Loss: 1.0057 Epoch 2/2... Discriminator Loss: 1.1234... Generator Loss: 0.6958 Epoch 2/2... Discriminator Loss: 1.0529... Generator Loss: 0.7691 Epoch 2/2... Discriminator Loss: 1.1146... Generator Loss: 0.8948 Epoch 2/2... Discriminator Loss: 1.0630... Generator Loss: 0.8314 Epoch 2/2... Discriminator Loss: 1.1217... Generator Loss: 0.6507 Epoch 2/2... Discriminator Loss: 1.0697... Generator Loss: 1.2740 Epoch 2/2... Discriminator Loss: 1.3527... Generator Loss: 0.4402 Epoch 2/2... Discriminator Loss: 1.2143... Generator Loss: 1.4012 Epoch 2/2... Discriminator Loss: 1.2584... Generator Loss: 0.4999 Epoch 2/2... Discriminator Loss: 1.0398... Generator Loss: 1.3102 Epoch 2/2... Discriminator Loss: 1.2672... Generator Loss: 0.5139 Epoch 2/2... Discriminator Loss: 1.0253... Generator Loss: 1.0445 Epoch 2/2... Discriminator Loss: 1.2576... Generator Loss: 0.4962 Epoch 2/2... Discriminator Loss: 1.0930... Generator Loss: 1.1133 Epoch 2/2... Discriminator Loss: 1.0694... Generator Loss: 0.7075 Epoch 2/2... Discriminator Loss: 0.9707... Generator Loss: 0.8633
Epoch 2/2... Discriminator Loss: 1.0450... Generator Loss: 0.8925 Epoch 2/2... Discriminator Loss: 0.9454... Generator Loss: 0.9339 Epoch 2/2... Discriminator Loss: 1.2142... Generator Loss: 0.5333 Epoch 2/2... Discriminator Loss: 1.1196... Generator Loss: 1.2289 Epoch 2/2... Discriminator Loss: 1.3672... Generator Loss: 0.4040 Epoch 2/2... Discriminator Loss: 1.3440... Generator Loss: 2.0539 Epoch 2/2... Discriminator Loss: 1.8785... Generator Loss: 0.2346 Epoch 2/2... Discriminator Loss: 1.1556... Generator Loss: 1.6858 Epoch 2/2... Discriminator Loss: 1.1951... Generator Loss: 0.5382 Epoch 2/2... Discriminator Loss: 1.0394... Generator Loss: 0.9540 Epoch 2/2... Discriminator Loss: 1.0345... Generator Loss: 0.8794 Epoch 2/2... Discriminator Loss: 0.9779... Generator Loss: 0.9389 Epoch 2/2... Discriminator Loss: 1.1220... Generator Loss: 0.6417 Epoch 2/2... Discriminator Loss: 0.9687... Generator Loss: 1.2721 Epoch 2/2... Discriminator Loss: 1.5795... Generator Loss: 0.3040 Epoch 2/2... Discriminator Loss: 1.4651... Generator Loss: 1.8741 Epoch 2/2... Discriminator Loss: 1.4255... Generator Loss: 0.3918 Epoch 2/2... Discriminator Loss: 1.1547... Generator Loss: 1.0427 Epoch 2/2... Discriminator Loss: 1.1933... Generator Loss: 0.5446 Epoch 2/2... Discriminator Loss: 1.0871... Generator Loss: 0.8846
Epoch 2/2... Discriminator Loss: 1.1818... Generator Loss: 0.6929 Epoch 2/2... Discriminator Loss: 1.1682... Generator Loss: 0.8540 Epoch 2/2... Discriminator Loss: 1.2095... Generator Loss: 0.5955 Epoch 2/2... Discriminator Loss: 1.1890... Generator Loss: 1.4872 Epoch 2/2... Discriminator Loss: 1.2509... Generator Loss: 0.4853 Epoch 2/2... Discriminator Loss: 1.1143... Generator Loss: 1.3707 Epoch 2/2... Discriminator Loss: 1.1305... Generator Loss: 0.5690 Epoch 2/2... Discriminator Loss: 1.0040... Generator Loss: 0.9403 Epoch 2/2... Discriminator Loss: 1.1726... Generator Loss: 0.7646 Epoch 2/2... Discriminator Loss: 0.9919... Generator Loss: 1.0218 Epoch 2/2... Discriminator Loss: 1.2720... Generator Loss: 0.5027 Epoch 2/2... Discriminator Loss: 1.1873... Generator Loss: 1.5985 Epoch 2/2... Discriminator Loss: 1.3603... Generator Loss: 0.4511 Epoch 2/2... Discriminator Loss: 1.1739... Generator Loss: 1.0683 Epoch 2/2... Discriminator Loss: 1.2577... Generator Loss: 0.5003 Epoch 2/2... Discriminator Loss: 0.9713... Generator Loss: 1.1286 Epoch 2/2... Discriminator Loss: 1.0552... Generator Loss: 0.7309 Epoch 2/2... Discriminator Loss: 1.1086... Generator Loss: 0.7344 Epoch 2/2... Discriminator Loss: 1.0504... Generator Loss: 0.7731 Epoch 2/2... Discriminator Loss: 1.0206... Generator Loss: 1.2447
Epoch 2/2... Discriminator Loss: 1.1471... Generator Loss: 0.5749 Epoch 2/2... Discriminator Loss: 1.2184... Generator Loss: 0.8049 Epoch 2/2... Discriminator Loss: 0.9572... Generator Loss: 1.0808 Epoch 2/2... Discriminator Loss: 1.0782... Generator Loss: 0.6943 Epoch 2/2... Discriminator Loss: 0.9942... Generator Loss: 1.3299 Epoch 2/2... Discriminator Loss: 1.4174... Generator Loss: 0.3720 Epoch 2/2... Discriminator Loss: 2.3130... Generator Loss: 2.1665 Epoch 2/2... Discriminator Loss: 1.5058... Generator Loss: 0.3761 Epoch 2/2... Discriminator Loss: 1.3601... Generator Loss: 1.8954 Epoch 2/2... Discriminator Loss: 1.4082... Generator Loss: 0.4277 Epoch 2/2... Discriminator Loss: 1.1399... Generator Loss: 1.2214 Epoch 2/2... Discriminator Loss: 1.2116... Generator Loss: 0.7055 Epoch 2/2... Discriminator Loss: 1.1921... Generator Loss: 0.6837 Epoch 2/2... Discriminator Loss: 1.2164... Generator Loss: 1.1113 Epoch 2/2... Discriminator Loss: 1.4013... Generator Loss: 0.4109 Epoch 2/2... Discriminator Loss: 1.1986... Generator Loss: 1.2677 Epoch 2/2... Discriminator Loss: 1.3372... Generator Loss: 0.5257 Epoch 2/2... Discriminator Loss: 1.1484... Generator Loss: 0.8917 Epoch 2/2... Discriminator Loss: 1.3431... Generator Loss: 0.6586 Epoch 2/2... Discriminator Loss: 1.1981... Generator Loss: 0.6628
Epoch 2/2... Discriminator Loss: 1.2440... Generator Loss: 1.1524 Epoch 2/2... Discriminator Loss: 1.3770... Generator Loss: 0.4468 Epoch 2/2... Discriminator Loss: 1.2709... Generator Loss: 1.1471 Epoch 2/2... Discriminator Loss: 1.2672... Generator Loss: 0.6690 Epoch 2/2... Discriminator Loss: 1.1628... Generator Loss: 0.7567 Epoch 2/2... Discriminator Loss: 1.1496... Generator Loss: 0.9190 Epoch 2/2... Discriminator Loss: 1.2092... Generator Loss: 0.6687 Epoch 2/2... Discriminator Loss: 1.1303... Generator Loss: 0.6621 Epoch 2/2... Discriminator Loss: 1.1303... Generator Loss: 0.9514 Epoch 2/2... Discriminator Loss: 1.2089... Generator Loss: 0.7426 Epoch 2/2... Discriminator Loss: 1.2454... Generator Loss: 0.5865 Epoch 2/2... Discriminator Loss: 1.0324... Generator Loss: 1.1829 Epoch 2/2... Discriminator Loss: 1.0857... Generator Loss: 0.6680 Epoch 2/2... Discriminator Loss: 1.1501... Generator Loss: 1.2987 Epoch 2/2... Discriminator Loss: 1.4791... Generator Loss: 0.3611 Epoch 2/2... Discriminator Loss: 1.2543... Generator Loss: 1.4610 Epoch 2/2... Discriminator Loss: 1.1078... Generator Loss: 0.7032 Epoch 2/2... Discriminator Loss: 1.2213... Generator Loss: 0.6839 Epoch 2/2... Discriminator Loss: 1.1112... Generator Loss: 0.9474 Epoch 2/2... Discriminator Loss: 1.2103... Generator Loss: 0.5602
Epoch 2/2... Discriminator Loss: 1.0993... Generator Loss: 1.2324 Epoch 2/2... Discriminator Loss: 1.0609... Generator Loss: 0.7433 Epoch 2/2... Discriminator Loss: 1.0739... Generator Loss: 0.8677 Epoch 2/2... Discriminator Loss: 1.0190... Generator Loss: 0.9568 Epoch 2/2... Discriminator Loss: 1.0289... Generator Loss: 0.7587 Epoch 2/2... Discriminator Loss: 1.1192... Generator Loss: 1.1450 Epoch 2/2... Discriminator Loss: 1.2242... Generator Loss: 0.5445 Epoch 2/2... Discriminator Loss: 1.2320... Generator Loss: 1.4662 Epoch 2/2... Discriminator Loss: 1.3306... Generator Loss: 0.4362 Epoch 2/2... Discriminator Loss: 1.1941... Generator Loss: 1.1137 Epoch 2/2... Discriminator Loss: 1.1326... Generator Loss: 0.7077 Epoch 2/2... Discriminator Loss: 1.0998... Generator Loss: 0.7541 Epoch 2/2... Discriminator Loss: 1.0506... Generator Loss: 0.7724 Epoch 2/2... Discriminator Loss: 1.1888... Generator Loss: 0.5909 Epoch 2/2... Discriminator Loss: 1.2066... Generator Loss: 1.5838 Epoch 2/2... Discriminator Loss: 1.5439... Generator Loss: 0.3446 Epoch 2/2... Discriminator Loss: 1.0866... Generator Loss: 1.3332 Epoch 2/2... Discriminator Loss: 1.2837... Generator Loss: 0.5162 Epoch 2/2... Discriminator Loss: 1.0149... Generator Loss: 0.9404 Epoch 2/2... Discriminator Loss: 1.0335... Generator Loss: 1.0086
Epoch 2/2... Discriminator Loss: 1.1312... Generator Loss: 0.6302 Epoch 2/2... Discriminator Loss: 1.0934... Generator Loss: 0.9225 Epoch 2/2... Discriminator Loss: 1.2240... Generator Loss: 0.5922 Epoch 2/2... Discriminator Loss: 0.9656... Generator Loss: 0.9394 Epoch 2/2... Discriminator Loss: 1.0894... Generator Loss: 0.8013 Epoch 2/2... Discriminator Loss: 1.0522... Generator Loss: 1.3817 Epoch 2/2... Discriminator Loss: 1.7771... Generator Loss: 0.2401 Epoch 2/2... Discriminator Loss: 1.2622... Generator Loss: 1.9724 Epoch 2/2... Discriminator Loss: 1.2151... Generator Loss: 0.5379 Epoch 2/2... Discriminator Loss: 0.9455... Generator Loss: 0.9874 Epoch 2/2... Discriminator Loss: 1.0840... Generator Loss: 0.8036 Epoch 2/2... Discriminator Loss: 1.0932... Generator Loss: 0.7295 Epoch 2/2... Discriminator Loss: 1.0610... Generator Loss: 1.0224 Epoch 2/2... Discriminator Loss: 0.9742... Generator Loss: 0.7943 Epoch 2/2... Discriminator Loss: 1.0380... Generator Loss: 0.7837 Epoch 2/2... Discriminator Loss: 1.0955... Generator Loss: 0.7257 Epoch 2/2... Discriminator Loss: 1.0526... Generator Loss: 1.0690 Epoch 2/2... Discriminator Loss: 1.2316... Generator Loss: 0.5326 Epoch 2/2... Discriminator Loss: 1.0188... Generator Loss: 1.3919 Epoch 2/2... Discriminator Loss: 1.3296... Generator Loss: 0.4525
Epoch 2/2... Discriminator Loss: 1.2025... Generator Loss: 1.1845 Epoch 2/2... Discriminator Loss: 1.5235... Generator Loss: 0.3517 Epoch 2/2... Discriminator Loss: 1.3942... Generator Loss: 1.6323 Epoch 2/2... Discriminator Loss: 1.2939... Generator Loss: 0.4425 Epoch 2/2... Discriminator Loss: 1.0988... Generator Loss: 1.2013 Epoch 2/2... Discriminator Loss: 1.0120... Generator Loss: 0.6940 Epoch 2/2... Discriminator Loss: 0.9217... Generator Loss: 1.0262 Epoch 2/2... Discriminator Loss: 1.1062... Generator Loss: 0.6154 Epoch 2/2... Discriminator Loss: 1.0340... Generator Loss: 1.1583 Epoch 2/2... Discriminator Loss: 1.2697... Generator Loss: 0.5101 Epoch 2/2... Discriminator Loss: 1.1566... Generator Loss: 1.5943 Epoch 2/2... Discriminator Loss: 1.2966... Generator Loss: 0.4344 Epoch 2/2... Discriminator Loss: 0.9091... Generator Loss: 1.2540 Epoch 2/2... Discriminator Loss: 1.0168... Generator Loss: 0.8863 Epoch 2/2... Discriminator Loss: 1.1485... Generator Loss: 0.6008 Epoch 2/2... Discriminator Loss: 1.0891... Generator Loss: 1.2470 Epoch 2/2... Discriminator Loss: 1.1845... Generator Loss: 0.5801 Epoch 2/2... Discriminator Loss: 1.1103... Generator Loss: 0.9584 Epoch 2/2... Discriminator Loss: 1.1803... Generator Loss: 0.6137 Epoch 2/2... Discriminator Loss: 1.0637... Generator Loss: 0.9578
Epoch 2/2... Discriminator Loss: 0.9954... Generator Loss: 0.8975 Epoch 2/2... Discriminator Loss: 1.1067... Generator Loss: 0.7037 Epoch 2/2... Discriminator Loss: 1.0252... Generator Loss: 1.1264 Epoch 2/2... Discriminator Loss: 1.1675... Generator Loss: 0.5410 Epoch 2/2... Discriminator Loss: 0.8819... Generator Loss: 1.3350 Epoch 2/2... Discriminator Loss: 1.3176... Generator Loss: 0.4587 Epoch 2/2... Discriminator Loss: 1.0817... Generator Loss: 1.6477 Epoch 2/2... Discriminator Loss: 2.0126... Generator Loss: 0.1775 Epoch 2/2... Discriminator Loss: 2.3351... Generator Loss: 2.6611 Epoch 2/2... Discriminator Loss: 1.4474... Generator Loss: 0.3776 Epoch 2/2... Discriminator Loss: 1.0814... Generator Loss: 0.9728 Epoch 2/2... Discriminator Loss: 1.0853... Generator Loss: 0.9794 Epoch 2/2... Discriminator Loss: 1.1170... Generator Loss: 0.6379 Epoch 2/2... Discriminator Loss: 1.1899... Generator Loss: 0.8990 Epoch 2/2... Discriminator Loss: 1.0865... Generator Loss: 0.9035 Epoch 2/2... Discriminator Loss: 1.1088... Generator Loss: 0.7056 Epoch 2/2... Discriminator Loss: 1.0677... Generator Loss: 0.7764 Epoch 2/2... Discriminator Loss: 1.0217... Generator Loss: 0.8721 Epoch 2/2... Discriminator Loss: 1.0015... Generator Loss: 0.9286 Epoch 2/2... Discriminator Loss: 1.0948... Generator Loss: 0.6837
Epoch 2/2... Discriminator Loss: 1.0767... Generator Loss: 0.8900 Epoch 2/2... Discriminator Loss: 1.1790... Generator Loss: 0.5343 Epoch 2/2... Discriminator Loss: 1.0997... Generator Loss: 1.3100 Epoch 2/2... Discriminator Loss: 1.0850... Generator Loss: 0.6032 Epoch 2/2... Discriminator Loss: 0.9891... Generator Loss: 1.0153 Epoch 2/2... Discriminator Loss: 1.1704... Generator Loss: 0.6005 Epoch 2/2... Discriminator Loss: 0.9642... Generator Loss: 1.4271 Epoch 2/2... Discriminator Loss: 1.1835... Generator Loss: 0.5200 Epoch 2/2... Discriminator Loss: 0.9778... Generator Loss: 1.2535 Epoch 2/2... Discriminator Loss: 1.1378... Generator Loss: 0.5623 Epoch 2/2... Discriminator Loss: 1.1160... Generator Loss: 1.5021 Epoch 2/2... Discriminator Loss: 1.3258... Generator Loss: 0.4467 Epoch 2/2... Discriminator Loss: 1.0503... Generator Loss: 1.1857 Epoch 2/2... Discriminator Loss: 1.0614... Generator Loss: 0.6622 Epoch 2/2... Discriminator Loss: 0.9841... Generator Loss: 0.9086 Epoch 2/2... Discriminator Loss: 0.9713... Generator Loss: 1.1132 Epoch 2/2... Discriminator Loss: 1.1297... Generator Loss: 0.5945 Epoch 2/2... Discriminator Loss: 1.1555... Generator Loss: 1.5227 Epoch 2/2... Discriminator Loss: 1.6806... Generator Loss: 0.2921 Epoch 2/2... Discriminator Loss: 1.5535... Generator Loss: 1.8719
Epoch 2/2... Discriminator Loss: 1.3051... Generator Loss: 0.4897 Epoch 2/2... Discriminator Loss: 1.1081... Generator Loss: 1.3289 Epoch 2/2... Discriminator Loss: 1.3475... Generator Loss: 0.4366 Epoch 2/2... Discriminator Loss: 1.1550... Generator Loss: 1.2783 Epoch 2/2... Discriminator Loss: 1.2621... Generator Loss: 0.4877 Epoch 2/2... Discriminator Loss: 1.1694... Generator Loss: 1.3942 Epoch 2/2... Discriminator Loss: 1.3944... Generator Loss: 0.4316 Epoch 2/2... Discriminator Loss: 1.0747... Generator Loss: 0.9941 Epoch 2/2... Discriminator Loss: 1.0967... Generator Loss: 0.9047 Epoch 2/2... Discriminator Loss: 1.2319... Generator Loss: 0.6193 Epoch 2/2... Discriminator Loss: 1.0111... Generator Loss: 1.0563 Epoch 2/2... Discriminator Loss: 1.2294... Generator Loss: 0.4969 Epoch 2/2... Discriminator Loss: 1.1080... Generator Loss: 1.2461 Epoch 2/2... Discriminator Loss: 1.1851... Generator Loss: 0.5459 Epoch 2/2... Discriminator Loss: 1.0565... Generator Loss: 0.9012 Epoch 2/2... Discriminator Loss: 1.0293... Generator Loss: 0.8109 Epoch 2/2... Discriminator Loss: 0.9449... Generator Loss: 1.1338 Epoch 2/2... Discriminator Loss: 1.2398... Generator Loss: 0.4769 Epoch 2/2... Discriminator Loss: 1.3021... Generator Loss: 1.7396 Epoch 2/2... Discriminator Loss: 1.4957... Generator Loss: 0.3619
Epoch 2/2... Discriminator Loss: 1.0887... Generator Loss: 1.3696 Epoch 2/2... Discriminator Loss: 1.1306... Generator Loss: 0.5784 Epoch 2/2... Discriminator Loss: 0.9851... Generator Loss: 0.9800 Epoch 2/2... Discriminator Loss: 1.1729... Generator Loss: 0.6546 Epoch 2/2... Discriminator Loss: 1.0534... Generator Loss: 1.4893 Epoch 2/2... Discriminator Loss: 1.5939... Generator Loss: 0.2979 Epoch 2/2... Discriminator Loss: 1.7107... Generator Loss: 2.0143 Epoch 2/2... Discriminator Loss: 1.6972... Generator Loss: 0.2592 Epoch 2/2... Discriminator Loss: 0.9745... Generator Loss: 1.4885 Epoch 2/2... Discriminator Loss: 1.1016... Generator Loss: 0.7213 Epoch 2/2... Discriminator Loss: 1.1136... Generator Loss: 0.8361 Epoch 2/2... Discriminator Loss: 1.1890... Generator Loss: 0.6614 Epoch 2/2... Discriminator Loss: 1.1530... Generator Loss: 0.8036 Epoch 2/2... Discriminator Loss: 1.0839... Generator Loss: 0.8207 Epoch 2/2... Discriminator Loss: 1.0880... Generator Loss: 0.9000 Epoch 2/2... Discriminator Loss: 1.0649... Generator Loss: 0.6777 Epoch 2/2... Discriminator Loss: 1.1055... Generator Loss: 0.7858 Epoch 2/2... Discriminator Loss: 1.0456... Generator Loss: 0.9632 Epoch 2/2... Discriminator Loss: 1.1379... Generator Loss: 0.5898 Epoch 2/2... Discriminator Loss: 1.0056... Generator Loss: 1.3258
Epoch 2/2... Discriminator Loss: 1.1190... Generator Loss: 0.5803 Epoch 2/2... Discriminator Loss: 0.9657... Generator Loss: 0.9969 Epoch 2/2... Discriminator Loss: 1.0530... Generator Loss: 0.7294 Epoch 2/2... Discriminator Loss: 0.9568... Generator Loss: 1.2736 Epoch 2/2... Discriminator Loss: 1.1999... Generator Loss: 0.4828 Epoch 2/2... Discriminator Loss: 1.2269... Generator Loss: 1.8376 Epoch 2/2... Discriminator Loss: 1.3419... Generator Loss: 0.4659 Epoch 2/2... Discriminator Loss: 1.1168... Generator Loss: 1.3765 Epoch 2/2... Discriminator Loss: 1.0946... Generator Loss: 0.6472 Epoch 2/2... Discriminator Loss: 1.0940... Generator Loss: 0.6399 Epoch 2/2... Discriminator Loss: 0.9599... Generator Loss: 1.3957 Epoch 2/2... Discriminator Loss: 1.3495... Generator Loss: 0.4158 Epoch 2/2... Discriminator Loss: 1.0750... Generator Loss: 1.2702 Epoch 2/2... Discriminator Loss: 1.2511... Generator Loss: 0.5461 Epoch 2/2... Discriminator Loss: 1.1220... Generator Loss: 0.8982 Epoch 2/2... Discriminator Loss: 0.9461... Generator Loss: 0.8907 Epoch 2/2... Discriminator Loss: 0.9401... Generator Loss: 0.9619 Epoch 2/2... Discriminator Loss: 1.0785... Generator Loss: 0.6281 Epoch 2/2... Discriminator Loss: 0.9253... Generator Loss: 0.9959 Epoch 2/2... Discriminator Loss: 0.9427... Generator Loss: 1.0180
Epoch 2/2... Discriminator Loss: 0.9617... Generator Loss: 0.7393 Epoch 2/2... Discriminator Loss: 0.9408... Generator Loss: 1.2942 Epoch 2/2... Discriminator Loss: 1.3526... Generator Loss: 0.4200 Epoch 2/2... Discriminator Loss: 1.0343... Generator Loss: 1.3108 Epoch 2/2... Discriminator Loss: 1.1177... Generator Loss: 0.6301 Epoch 2/2... Discriminator Loss: 0.9416... Generator Loss: 0.8508 Epoch 2/2... Discriminator Loss: 1.1196... Generator Loss: 1.5510 Epoch 2/2... Discriminator Loss: 1.5642... Generator Loss: 0.3146 Epoch 2/2... Discriminator Loss: 1.3947... Generator Loss: 1.8854 Epoch 2/2... Discriminator Loss: 1.6443... Generator Loss: 0.2943 Epoch 2/2... Discriminator Loss: 1.1890... Generator Loss: 1.4476 Epoch 2/2... Discriminator Loss: 1.1309... Generator Loss: 0.6093 Epoch 2/2... Discriminator Loss: 0.9606... Generator Loss: 1.0746 Epoch 2/2... Discriminator Loss: 1.3354... Generator Loss: 0.4381 Epoch 2/2... Discriminator Loss: 1.2756... Generator Loss: 1.4901 Epoch 2/2... Discriminator Loss: 1.5382... Generator Loss: 0.3424 Epoch 2/2... Discriminator Loss: 1.2911... Generator Loss: 1.5088 Epoch 2/2... Discriminator Loss: 1.1441... Generator Loss: 0.5841 Epoch 2/2... Discriminator Loss: 1.0106... Generator Loss: 1.2399 Epoch 2/2... Discriminator Loss: 1.1426... Generator Loss: 0.5802
Epoch 2/2... Discriminator Loss: 1.1927... Generator Loss: 1.0316 Epoch 2/2... Discriminator Loss: 1.3171... Generator Loss: 0.4897 Epoch 2/2... Discriminator Loss: 1.3438... Generator Loss: 1.3647 Epoch 2/2... Discriminator Loss: 1.3544... Generator Loss: 0.4315 Epoch 2/2... Discriminator Loss: 1.0691... Generator Loss: 1.3069 Epoch 2/2... Discriminator Loss: 1.2039... Generator Loss: 0.5525 Epoch 2/2... Discriminator Loss: 1.1098... Generator Loss: 1.0481 Epoch 2/2... Discriminator Loss: 1.2827... Generator Loss: 0.4822 Epoch 2/2... Discriminator Loss: 1.1246... Generator Loss: 1.3893 Epoch 2/2... Discriminator Loss: 1.2162... Generator Loss: 0.5116 Epoch 2/2... Discriminator Loss: 1.0064... Generator Loss: 0.9498 Epoch 2/2... Discriminator Loss: 1.1068... Generator Loss: 0.7034 Epoch 2/2... Discriminator Loss: 1.1019... Generator Loss: 1.0530 Epoch 2/2... Discriminator Loss: 1.1854... Generator Loss: 0.5284 Epoch 2/2... Discriminator Loss: 1.1438... Generator Loss: 1.4597 Epoch 2/2... Discriminator Loss: 1.3406... Generator Loss: 0.4362 Epoch 2/2... Discriminator Loss: 0.9734... Generator Loss: 1.2408 Epoch 2/2... Discriminator Loss: 1.1659... Generator Loss: 0.5339 Epoch 2/2... Discriminator Loss: 1.1097... Generator Loss: 1.3584 Epoch 2/2... Discriminator Loss: 1.3717... Generator Loss: 0.4101
Epoch 2/2... Discriminator Loss: 0.9765... Generator Loss: 1.4923 Epoch 2/2... Discriminator Loss: 1.2139... Generator Loss: 0.5303 Epoch 2/2... Discriminator Loss: 0.9431... Generator Loss: 1.2206 Epoch 2/2... Discriminator Loss: 1.0720... Generator Loss: 0.6714 Epoch 2/2... Discriminator Loss: 0.9387... Generator Loss: 0.9519 Epoch 2/2... Discriminator Loss: 0.8881... Generator Loss: 1.1448 Epoch 2/2... Discriminator Loss: 1.2828... Generator Loss: 0.4340 Epoch 2/2... Discriminator Loss: 1.3324... Generator Loss: 1.5692 Epoch 2/2... Discriminator Loss: 1.2123... Generator Loss: 0.4851 Epoch 2/2... Discriminator Loss: 1.0816... Generator Loss: 1.0565 Epoch 2/2... Discriminator Loss: 1.1295... Generator Loss: 0.6611 Epoch 2/2... Discriminator Loss: 1.0884... Generator Loss: 1.4003 Epoch 2/2... Discriminator Loss: 1.2847... Generator Loss: 0.4697 Epoch 2/2... Discriminator Loss: 0.9224... Generator Loss: 1.3801 Epoch 2/2... Discriminator Loss: 1.1398... Generator Loss: 0.6126 Epoch 2/2... Discriminator Loss: 1.0923... Generator Loss: 1.1809 Epoch 2/2... Discriminator Loss: 1.3521... Generator Loss: 0.4340 Epoch 2/2... Discriminator Loss: 1.0662... Generator Loss: 1.4017 Epoch 2/2... Discriminator Loss: 1.1263... Generator Loss: 0.6084 Epoch 2/2... Discriminator Loss: 1.0821... Generator Loss: 0.9036
Epoch 2/2... Discriminator Loss: 1.2388... Generator Loss: 0.5719 Epoch 2/2... Discriminator Loss: 1.0612... Generator Loss: 1.3377 Epoch 2/2... Discriminator Loss: 1.2292... Generator Loss: 0.4871 Epoch 2/2... Discriminator Loss: 1.0056... Generator Loss: 1.4073 Epoch 2/2... Discriminator Loss: 1.2363... Generator Loss: 0.5485 Epoch 2/2... Discriminator Loss: 0.9432... Generator Loss: 1.0701 Epoch 2/2... Discriminator Loss: 1.0169... Generator Loss: 0.8085 Epoch 2/2... Discriminator Loss: 0.9612... Generator Loss: 0.9245 Epoch 2/2... Discriminator Loss: 1.1581... Generator Loss: 0.6829 Epoch 2/2... Discriminator Loss: 1.0364... Generator Loss: 0.9262 Epoch 2/2... Discriminator Loss: 1.5678... Generator Loss: 0.3180 Epoch 2/2... Discriminator Loss: 1.5860... Generator Loss: 2.2144 Epoch 2/2... Discriminator Loss: 1.4663... Generator Loss: 0.3763 Epoch 2/2... Discriminator Loss: 1.2494... Generator Loss: 1.5546 Epoch 2/2... Discriminator Loss: 1.3565... Generator Loss: 0.4380 Epoch 2/2... Discriminator Loss: 1.0644... Generator Loss: 0.9945 Epoch 2/2... Discriminator Loss: 1.1366... Generator Loss: 0.7837 Epoch 2/2... Discriminator Loss: 1.0974... Generator Loss: 0.7747 Epoch 2/2... Discriminator Loss: 1.1143... Generator Loss: 0.9712 Epoch 2/2... Discriminator Loss: 1.1319... Generator Loss: 0.7462
Epoch 2/2... Discriminator Loss: 1.3250... Generator Loss: 0.4913 Epoch 2/2... Discriminator Loss: 1.2173... Generator Loss: 1.5765 Epoch 2/2... Discriminator Loss: 1.4805... Generator Loss: 0.3985 Epoch 2/2... Discriminator Loss: 1.2327... Generator Loss: 1.4517 Epoch 2/2... Discriminator Loss: 1.1367... Generator Loss: 0.6136 Epoch 2/2... Discriminator Loss: 1.0363... Generator Loss: 0.9825 Epoch 2/2... Discriminator Loss: 0.9413... Generator Loss: 0.8648 Epoch 2/2... Discriminator Loss: 1.1877... Generator Loss: 0.5646 Epoch 2/2... Discriminator Loss: 1.1082... Generator Loss: 0.9815 Epoch 2/2... Discriminator Loss: 1.0404... Generator Loss: 0.8121 Epoch 2/2... Discriminator Loss: 1.0014... Generator Loss: 1.0019 Epoch 2/2... Discriminator Loss: 1.1542... Generator Loss: 0.5400 Epoch 2/2... Discriminator Loss: 0.9371... Generator Loss: 1.6216 Epoch 2/2... Discriminator Loss: 1.2134... Generator Loss: 0.5223 Epoch 2/2... Discriminator Loss: 1.0030... Generator Loss: 1.0466 Epoch 2/2... Discriminator Loss: 1.0100... Generator Loss: 0.7541 Epoch 2/2... Discriminator Loss: 0.9474... Generator Loss: 1.1928 Epoch 2/2... Discriminator Loss: 1.0901... Generator Loss: 0.7161 Epoch 2/2... Discriminator Loss: 0.9341... Generator Loss: 0.9696 Epoch 2/2... Discriminator Loss: 1.1853... Generator Loss: 0.5021
Epoch 2/2... Discriminator Loss: 1.0722... Generator Loss: 1.4703 Epoch 2/2... Discriminator Loss: 1.0648... Generator Loss: 0.6324 Epoch 2/2... Discriminator Loss: 1.0142... Generator Loss: 0.8861 Epoch 2/2... Discriminator Loss: 1.0573... Generator Loss: 0.7222 Epoch 2/2... Discriminator Loss: 0.9967... Generator Loss: 1.2545 Epoch 2/2... Discriminator Loss: 1.1461... Generator Loss: 0.5359 Epoch 2/2... Discriminator Loss: 1.1876... Generator Loss: 1.8190 Epoch 2/2... Discriminator Loss: 1.3859... Generator Loss: 0.3567 Epoch 2/2... Discriminator Loss: 1.1218... Generator Loss: 2.1735 Epoch 2/2... Discriminator Loss: 1.2562... Generator Loss: 0.4640 Epoch 2/2... Discriminator Loss: 0.9748... Generator Loss: 1.1429 Epoch 2/2... Discriminator Loss: 0.8287... Generator Loss: 1.0780 Epoch 2/2... Discriminator Loss: 1.0644... Generator Loss: 0.7127 Epoch 2/2... Discriminator Loss: 1.0007... Generator Loss: 1.2779 Epoch 2/2... Discriminator Loss: 1.5356... Generator Loss: 0.3120 Epoch 2/2... Discriminator Loss: 1.7718... Generator Loss: 2.3911 Epoch 2/2... Discriminator Loss: 1.3151... Generator Loss: 0.4691 Epoch 2/2... Discriminator Loss: 1.0663... Generator Loss: 1.1891 Epoch 2/2... Discriminator Loss: 1.0620... Generator Loss: 0.7062 Epoch 2/2... Discriminator Loss: 1.0551... Generator Loss: 1.0803
Epoch 2/2... Discriminator Loss: 1.3247... Generator Loss: 0.4652 Epoch 2/2... Discriminator Loss: 1.2265... Generator Loss: 1.1245 Epoch 2/2... Discriminator Loss: 1.3992... Generator Loss: 0.4126 Epoch 2/2... Discriminator Loss: 1.5543... Generator Loss: 1.4922 Epoch 2/2... Discriminator Loss: 1.7821... Generator Loss: 0.2638 Epoch 2/2... Discriminator Loss: 1.2296... Generator Loss: 1.2065 Epoch 2/2... Discriminator Loss: 1.0786... Generator Loss: 0.9421 Epoch 2/2... Discriminator Loss: 1.3331... Generator Loss: 0.4838 Epoch 2/2... Discriminator Loss: 1.0080... Generator Loss: 1.0235 Epoch 2/2... Discriminator Loss: 1.0596... Generator Loss: 0.8295 Epoch 2/2... Discriminator Loss: 1.2072... Generator Loss: 0.5794 Epoch 2/2... Discriminator Loss: 1.1803... Generator Loss: 1.0140 Epoch 2/2... Discriminator Loss: 1.1833... Generator Loss: 0.5201 Epoch 2/2... Discriminator Loss: 1.1219... Generator Loss: 0.9642 Epoch 2/2... Discriminator Loss: 1.1951... Generator Loss: 0.8846 Epoch 2/2... Discriminator Loss: 1.2376... Generator Loss: 0.4743 Epoch 2/2... Discriminator Loss: 1.1197... Generator Loss: 1.5070 Epoch 2/2... Discriminator Loss: 1.1086... Generator Loss: 0.6565 Epoch 2/2... Discriminator Loss: 0.8621... Generator Loss: 0.9961 Epoch 2/2... Discriminator Loss: 1.0623... Generator Loss: 0.8081
Epoch 2/2... Discriminator Loss: 1.0706... Generator Loss: 0.7846 Epoch 2/2... Discriminator Loss: 1.0306... Generator Loss: 1.2062 Epoch 2/2... Discriminator Loss: 1.3085... Generator Loss: 0.4395 Epoch 2/2... Discriminator Loss: 1.1081... Generator Loss: 0.9660 Epoch 2/2... Discriminator Loss: 0.8165... Generator Loss: 1.3555 Epoch 2/2... Discriminator Loss: 1.1362... Generator Loss: 0.5190 Epoch 2/2... Discriminator Loss: 1.0238... Generator Loss: 1.3737 Epoch 2/2... Discriminator Loss: 1.4020... Generator Loss: 0.3691 Epoch 2/2... Discriminator Loss: 1.1136... Generator Loss: 1.6906 Epoch 2/2... Discriminator Loss: 1.5238... Generator Loss: 0.3439 Epoch 2/2... Discriminator Loss: 1.3026... Generator Loss: 1.7751 Epoch 2/2... Discriminator Loss: 1.2416... Generator Loss: 0.4794 Epoch 2/2... Discriminator Loss: 0.9141... Generator Loss: 1.2103 Epoch 2/2... Discriminator Loss: 0.9722... Generator Loss: 0.7511 Epoch 2/2... Discriminator Loss: 1.0103... Generator Loss: 0.8464 Epoch 2/2... Discriminator Loss: 0.9460... Generator Loss: 0.7499 Epoch 2/2... Discriminator Loss: 0.9192... Generator Loss: 1.1853 Epoch 2/2... Discriminator Loss: 1.0079... Generator Loss: 0.7813 Epoch 2/2... Discriminator Loss: 0.9397... Generator Loss: 0.8600 Epoch 2/2... Discriminator Loss: 1.0101... Generator Loss: 0.8444
Epoch 2/2... Discriminator Loss: 1.0125... Generator Loss: 0.7610 Epoch 2/2... Discriminator Loss: 0.9905... Generator Loss: 1.1143 Epoch 2/2... Discriminator Loss: 1.0261... Generator Loss: 0.6334 Epoch 2/2... Discriminator Loss: 0.8720... Generator Loss: 1.4588 Epoch 2/2... Discriminator Loss: 1.4055... Generator Loss: 0.3871 Epoch 2/2... Discriminator Loss: 1.4107... Generator Loss: 1.9814 Epoch 2/2... Discriminator Loss: 1.2750... Generator Loss: 0.4575 Epoch 2/2... Discriminator Loss: 1.1608... Generator Loss: 1.3301 Epoch 2/2... Discriminator Loss: 1.6609... Generator Loss: 0.3089 Epoch 2/2... Discriminator Loss: 1.1274... Generator Loss: 1.5835 Epoch 2/2... Discriminator Loss: 1.2233... Generator Loss: 0.5755 Epoch 2/2... Discriminator Loss: 1.2068... Generator Loss: 0.7302 Epoch 2/2... Discriminator Loss: 1.2076... Generator Loss: 1.2258 Epoch 2/2... Discriminator Loss: 1.3573... Generator Loss: 0.4441 Epoch 2/2... Discriminator Loss: 1.0154... Generator Loss: 1.2584 Epoch 2/2... Discriminator Loss: 1.1095... Generator Loss: 0.6520 Epoch 2/2... Discriminator Loss: 1.0858... Generator Loss: 0.8054 Epoch 2/2... Discriminator Loss: 1.0349... Generator Loss: 0.8049 Epoch 2/2... Discriminator Loss: 0.8874... Generator Loss: 0.9969 Epoch 2/2... Discriminator Loss: 1.0688... Generator Loss: 0.6823
Epoch 2/2... Discriminator Loss: 0.9934... Generator Loss: 0.9617 Epoch 2/2... Discriminator Loss: 1.0580... Generator Loss: 0.6452 Epoch 2/2... Discriminator Loss: 1.0125... Generator Loss: 1.1454 Epoch 2/2... Discriminator Loss: 1.1009... Generator Loss: 0.5534 Epoch 2/2... Discriminator Loss: 0.9476... Generator Loss: 1.0856 Epoch 2/2... Discriminator Loss: 1.3212... Generator Loss: 0.4238 Epoch 2/2... Discriminator Loss: 1.8372... Generator Loss: 2.2219 Epoch 2/2... Discriminator Loss: 1.6442... Generator Loss: 0.3121 Epoch 2/2... Discriminator Loss: 1.1075... Generator Loss: 1.5055 Epoch 2/2... Discriminator Loss: 1.1147... Generator Loss: 0.6262 Epoch 2/2... Discriminator Loss: 1.0175... Generator Loss: 0.9042 Epoch 2/2... Discriminator Loss: 1.0444... Generator Loss: 0.7354 Epoch 2/2... Discriminator Loss: 0.9210... Generator Loss: 1.1781 Epoch 2/2... Discriminator Loss: 0.9408... Generator Loss: 0.7566 Epoch 2/2... Discriminator Loss: 0.9315... Generator Loss: 1.3608 Epoch 2/2... Discriminator Loss: 1.2655... Generator Loss: 0.4641 Epoch 2/2... Discriminator Loss: 1.0040... Generator Loss: 1.4088 Epoch 2/2... Discriminator Loss: 1.2779... Generator Loss: 0.5075 Epoch 2/2... Discriminator Loss: 1.4300... Generator Loss: 2.1478 Epoch 2/2... Discriminator Loss: 1.2502... Generator Loss: 0.5192
Epoch 2/2... Discriminator Loss: 1.2525... Generator Loss: 1.1788 Epoch 2/2... Discriminator Loss: 1.3795... Generator Loss: 0.4203 Epoch 2/2... Discriminator Loss: 1.1949... Generator Loss: 1.3647 Epoch 2/2... Discriminator Loss: 1.3995... Generator Loss: 0.4604 Epoch 2/2... Discriminator Loss: 1.1665... Generator Loss: 0.8368 Epoch 2/2... Discriminator Loss: 1.1431... Generator Loss: 0.7894 Epoch 2/2... Discriminator Loss: 1.2851... Generator Loss: 0.6477 Epoch 2/2... Discriminator Loss: 1.1140... Generator Loss: 0.8965 Epoch 2/2... Discriminator Loss: 1.1545... Generator Loss: 0.8449 Epoch 2/2... Discriminator Loss: 1.2824... Generator Loss: 0.6358 Epoch 2/2... Discriminator Loss: 1.2456... Generator Loss: 0.9330 Epoch 2/2... Discriminator Loss: 1.2877... Generator Loss: 0.5366 Epoch 2/2... Discriminator Loss: 1.1410... Generator Loss: 1.0119 Epoch 2/2... Discriminator Loss: 1.1562... Generator Loss: 0.7333 Epoch 2/2... Discriminator Loss: 1.0629... Generator Loss: 0.9077 Epoch 2/2... Discriminator Loss: 1.3278... Generator Loss: 0.4399 Epoch 2/2... Discriminator Loss: 1.2750... Generator Loss: 1.5261 Epoch 2/2... Discriminator Loss: 1.3066... Generator Loss: 0.4643 Epoch 2/2... Discriminator Loss: 1.0509... Generator Loss: 0.9987 Epoch 2/2... Discriminator Loss: 1.0433... Generator Loss: 0.9147
Epoch 2/2... Discriminator Loss: 1.0833... Generator Loss: 0.6754 Epoch 2/2... Discriminator Loss: 1.1230... Generator Loss: 1.0278 Epoch 2/2... Discriminator Loss: 1.0991... Generator Loss: 0.7277 Epoch 2/2... Discriminator Loss: 1.0380... Generator Loss: 1.1488 Epoch 2/2... Discriminator Loss: 1.2099... Generator Loss: 0.5091 Epoch 2/2... Discriminator Loss: 0.9441... Generator Loss: 1.1925 Epoch 2/2... Discriminator Loss: 1.1542... Generator Loss: 0.6297 Epoch 2/2... Discriminator Loss: 1.1626... Generator Loss: 1.0018 Epoch 2/2... Discriminator Loss: 1.2595... Generator Loss: 0.4754 Epoch 2/2... Discriminator Loss: 1.1558... Generator Loss: 1.3483 Epoch 2/2... Discriminator Loss: 1.2524... Generator Loss: 0.5208 Epoch 2/2... Discriminator Loss: 1.0328... Generator Loss: 1.1308 Epoch 2/2... Discriminator Loss: 0.8802... Generator Loss: 0.9875 Epoch 2/2... Discriminator Loss: 1.0790... Generator Loss: 0.7134 Epoch 2/2... Discriminator Loss: 0.9695... Generator Loss: 0.8541 Epoch 2/2... Discriminator Loss: 0.9906... Generator Loss: 0.9604 Epoch 2/2... Discriminator Loss: 1.0904... Generator Loss: 0.6347 Epoch 2/2... Discriminator Loss: 1.1954... Generator Loss: 1.8791 Epoch 2/2... Discriminator Loss: 1.2621... Generator Loss: 0.4835 Epoch 2/2... Discriminator Loss: 1.0120... Generator Loss: 0.8920
Epoch 2/2... Discriminator Loss: 1.0549... Generator Loss: 0.7117 Epoch 2/2... Discriminator Loss: 0.9716... Generator Loss: 0.9994 Epoch 2/2... Discriminator Loss: 0.9525... Generator Loss: 0.9773 Epoch 2/2... Discriminator Loss: 0.9599... Generator Loss: 0.8056 Epoch 2/2... Discriminator Loss: 0.8647... Generator Loss: 1.0436 Epoch 2/2... Discriminator Loss: 0.9289... Generator Loss: 0.8649 Epoch 2/2... Discriminator Loss: 0.8925... Generator Loss: 0.8757 Epoch 2/2... Discriminator Loss: 0.9503... Generator Loss: 0.7850 Epoch 2/2... Discriminator Loss: 1.0263... Generator Loss: 1.0519 Epoch 2/2... Discriminator Loss: 1.1254... Generator Loss: 0.5690 Epoch 2/2... Discriminator Loss: 1.2847... Generator Loss: 2.3410 Epoch 2/2... Discriminator Loss: 1.2915... Generator Loss: 0.4408 Epoch 2/2... Discriminator Loss: 1.2168... Generator Loss: 2.1971 Epoch 2/2... Discriminator Loss: 1.5715... Generator Loss: 0.3096 Epoch 2/2... Discriminator Loss: 1.1255... Generator Loss: 1.6073 Epoch 2/2... Discriminator Loss: 0.9965... Generator Loss: 0.6951 Epoch 2/2... Discriminator Loss: 0.9381... Generator Loss: 1.0599 Epoch 2/2... Discriminator Loss: 1.1515... Generator Loss: 0.6266 Epoch 2/2... Discriminator Loss: 1.0278... Generator Loss: 0.9807 Epoch 2/2... Discriminator Loss: 1.0996... Generator Loss: 0.6852
Epoch 2/2... Discriminator Loss: 0.8849... Generator Loss: 0.9857 Epoch 2/2... Discriminator Loss: 0.9643... Generator Loss: 0.8199 Epoch 2/2... Discriminator Loss: 0.9522... Generator Loss: 1.2512 Epoch 2/2... Discriminator Loss: 1.2524... Generator Loss: 0.4624 Epoch 2/2... Discriminator Loss: 1.0845... Generator Loss: 1.5048 Epoch 2/2... Discriminator Loss: 1.4579... Generator Loss: 0.3733 Epoch 2/2... Discriminator Loss: 1.1999... Generator Loss: 1.4328 Epoch 2/2... Discriminator Loss: 1.1115... Generator Loss: 0.7641 Epoch 2/2... Discriminator Loss: 1.0026... Generator Loss: 0.7686 Epoch 2/2... Discriminator Loss: 0.9771... Generator Loss: 1.1334 Epoch 2/2... Discriminator Loss: 1.6381... Generator Loss: 0.3009 Epoch 2/2... Discriminator Loss: 1.9326... Generator Loss: 2.0862 Epoch 2/2... Discriminator Loss: 1.1138... Generator Loss: 0.5729 Epoch 2/2... Discriminator Loss: 0.9954... Generator Loss: 1.0054 Epoch 2/2... Discriminator Loss: 0.9762... Generator Loss: 0.8372 Epoch 2/2... Discriminator Loss: 0.8622... Generator Loss: 0.8986 Epoch 2/2... Discriminator Loss: 1.0376... Generator Loss: 1.2227 Epoch 2/2... Discriminator Loss: 1.4573... Generator Loss: 0.3653 Epoch 2/2... Discriminator Loss: 1.0242... Generator Loss: 1.4703 Epoch 2/2... Discriminator Loss: 1.1727... Generator Loss: 0.6171
Epoch 2/2... Discriminator Loss: 1.0129... Generator Loss: 0.8176 Epoch 2/2... Discriminator Loss: 0.9921... Generator Loss: 1.5151 Epoch 2/2... Discriminator Loss: 1.5084... Generator Loss: 0.3549 Epoch 2/2... Discriminator Loss: 1.5119... Generator Loss: 2.2986 Epoch 2/2... Discriminator Loss: 1.1917... Generator Loss: 0.5635 Epoch 2/2... Discriminator Loss: 1.0051... Generator Loss: 1.4463 Epoch 2/2... Discriminator Loss: 0.9723... Generator Loss: 0.7501 Epoch 2/2... Discriminator Loss: 1.0609... Generator Loss: 0.9446 Epoch 2/2... Discriminator Loss: 1.1370... Generator Loss: 0.7161 Epoch 2/2... Discriminator Loss: 1.1122... Generator Loss: 0.8551 Epoch 2/2... Discriminator Loss: 0.9515... Generator Loss: 0.8487 Epoch 2/2... Discriminator Loss: 1.3789... Generator Loss: 0.5039 Epoch 2/2... Discriminator Loss: 1.3225... Generator Loss: 1.2837 Epoch 2/2... Discriminator Loss: 1.2399... Generator Loss: 0.5403 Epoch 2/2... Discriminator Loss: 1.2394... Generator Loss: 0.9122 Epoch 2/2... Discriminator Loss: 1.1648... Generator Loss: 0.8986 Epoch 2/2... Discriminator Loss: 1.2183... Generator Loss: 0.6030 Epoch 2/2... Discriminator Loss: 1.1066... Generator Loss: 0.9450 Epoch 2/2... Discriminator Loss: 1.1575... Generator Loss: 0.6145 Epoch 2/2... Discriminator Loss: 1.0056... Generator Loss: 1.0539
Epoch 2/2... Discriminator Loss: 1.1952... Generator Loss: 0.5343 Epoch 2/2... Discriminator Loss: 1.0041... Generator Loss: 1.0067 Epoch 2/2... Discriminator Loss: 1.1135... Generator Loss: 0.6720 Epoch 2/2... Discriminator Loss: 1.0713... Generator Loss: 0.8945 Epoch 2/2... Discriminator Loss: 1.1554... Generator Loss: 0.8170 Epoch 2/2... Discriminator Loss: 1.0076... Generator Loss: 0.7181 Epoch 2/2... Discriminator Loss: 1.0797... Generator Loss: 0.7829 Epoch 2/2... Discriminator Loss: 0.8284... Generator Loss: 1.2183 Epoch 2/2... Discriminator Loss: 0.9710... Generator Loss: 0.8078 Epoch 2/2... Discriminator Loss: 0.9947... Generator Loss: 0.7302 Epoch 2/2... Discriminator Loss: 0.9220... Generator Loss: 1.0591 Epoch 2/2... Discriminator Loss: 1.2235... Generator Loss: 0.5877 Epoch 2/2... Discriminator Loss: 0.9906... Generator Loss: 0.9319 Epoch 2/2... Discriminator Loss: 0.9798... Generator Loss: 0.9132 Epoch 2/2... Discriminator Loss: 1.0711... Generator Loss: 0.7621 Epoch 2/2... Discriminator Loss: 0.9228... Generator Loss: 0.7974 Epoch 2/2... Discriminator Loss: 0.9569... Generator Loss: 1.3439 Epoch 2/2... Discriminator Loss: 1.1604... Generator Loss: 0.5446 Epoch 2/2... Discriminator Loss: 0.9806... Generator Loss: 1.1945 Epoch 2/2... Discriminator Loss: 1.3288... Generator Loss: 0.4295
Epoch 2/2... Discriminator Loss: 1.5984... Generator Loss: 2.6254 Epoch 2/2... Discriminator Loss: 1.7948... Generator Loss: 0.2490 Epoch 2/2... Discriminator Loss: 1.2488... Generator Loss: 1.7713 Epoch 2/2... Discriminator Loss: 1.1556... Generator Loss: 0.5470 Epoch 2/2... Discriminator Loss: 0.9928... Generator Loss: 0.9628 Epoch 2/2... Discriminator Loss: 0.9568... Generator Loss: 1.2294 Epoch 2/2... Discriminator Loss: 1.2848... Generator Loss: 0.4284 Epoch 2/2... Discriminator Loss: 1.4182... Generator Loss: 2.0347 Epoch 2/2... Discriminator Loss: 1.7012... Generator Loss: 0.2676 Epoch 2/2... Discriminator Loss: 1.2143... Generator Loss: 1.7854 Epoch 2/2... Discriminator Loss: 1.1705... Generator Loss: 0.5125 Epoch 2/2... Discriminator Loss: 0.9425... Generator Loss: 0.9077 Epoch 2/2... Discriminator Loss: 1.0097... Generator Loss: 1.1288 Epoch 2/2... Discriminator Loss: 1.2253... Generator Loss: 0.4760 Epoch 2/2... Discriminator Loss: 0.9377... Generator Loss: 1.2605 Epoch 2/2... Discriminator Loss: 0.9465... Generator Loss: 0.8931 Epoch 2/2... Discriminator Loss: 1.1567... Generator Loss: 0.5999 Epoch 2/2... Discriminator Loss: 1.0687... Generator Loss: 1.2496 Epoch 2/2... Discriminator Loss: 0.9805... Generator Loss: 0.7080 Epoch 2/2... Discriminator Loss: 1.1154... Generator Loss: 1.2986
Epoch 2/2... Discriminator Loss: 1.2555... Generator Loss: 0.4548 Epoch 2/2... Discriminator Loss: 1.1271... Generator Loss: 1.5650 Epoch 2/2... Discriminator Loss: 1.3801... Generator Loss: 0.4144 Epoch 2/2... Discriminator Loss: 0.9653... Generator Loss: 1.5357 Epoch 2/2... Discriminator Loss: 1.1956... Generator Loss: 0.5063 Epoch 2/2... Discriminator Loss: 1.0215... Generator Loss: 1.4928 Epoch 2/2... Discriminator Loss: 1.1234... Generator Loss: 0.6103 Epoch 2/2... Discriminator Loss: 1.0226... Generator Loss: 0.7995 Epoch 2/2... Discriminator Loss: 0.7785... Generator Loss: 1.2827 Epoch 2/2... Discriminator Loss: 0.9416... Generator Loss: 0.7255 Epoch 2/2... Discriminator Loss: 0.8462... Generator Loss: 1.1052 Epoch 2/2... Discriminator Loss: 1.1165... Generator Loss: 0.6216 Epoch 2/2... Discriminator Loss: 0.8831... Generator Loss: 1.5548 Epoch 2/2... Discriminator Loss: 1.1561... Generator Loss: 0.5558 Epoch 2/2... Discriminator Loss: 0.9725... Generator Loss: 1.3985 Epoch 2/2... Discriminator Loss: 1.2151... Generator Loss: 0.4800 Epoch 2/2... Discriminator Loss: 0.9196... Generator Loss: 1.3276 Epoch 2/2... Discriminator Loss: 1.1333... Generator Loss: 0.5749 Epoch 2/2... Discriminator Loss: 1.0511... Generator Loss: 1.4168 Epoch 2/2... Discriminator Loss: 1.1202... Generator Loss: 0.5568
Epoch 2/2... Discriminator Loss: 0.9618... Generator Loss: 1.0135 Epoch 2/2... Discriminator Loss: 0.9336... Generator Loss: 0.8095 Epoch 2/2... Discriminator Loss: 0.7398... Generator Loss: 1.7348 Epoch 2/2... Discriminator Loss: 1.3464... Generator Loss: 0.4378 Epoch 2/2... Discriminator Loss: 1.0677... Generator Loss: 1.7088 Epoch 2/2... Discriminator Loss: 1.5385... Generator Loss: 0.3344 Epoch 2/2... Discriminator Loss: 1.7310... Generator Loss: 2.5783 Epoch 2/2... Discriminator Loss: 1.4036... Generator Loss: 0.3851 Epoch 2/2... Discriminator Loss: 1.5404... Generator Loss: 2.3856 Epoch 2/2... Discriminator Loss: 1.4193... Generator Loss: 0.3741 Epoch 2/2... Discriminator Loss: 0.8022... Generator Loss: 1.2692 Epoch 2/2... Discriminator Loss: 0.9619... Generator Loss: 1.3549 Epoch 2/2... Discriminator Loss: 1.4233... Generator Loss: 0.4433 Epoch 2/2... Discriminator Loss: 1.0564... Generator Loss: 1.0558 Epoch 2/2... Discriminator Loss: 1.0777... Generator Loss: 0.7502 Epoch 2/2... Discriminator Loss: 1.0752... Generator Loss: 0.8857 Epoch 2/2... Discriminator Loss: 1.1136... Generator Loss: 0.6834 Epoch 2/2... Discriminator Loss: 0.9488... Generator Loss: 0.8654 Epoch 2/2... Discriminator Loss: 1.0512... Generator Loss: 1.0583 Epoch 2/2... Discriminator Loss: 1.0676... Generator Loss: 0.6465
Epoch 2/2... Discriminator Loss: 1.0372... Generator Loss: 0.8147 Epoch 2/2... Discriminator Loss: 0.9693... Generator Loss: 1.0928 Epoch 2/2... Discriminator Loss: 0.9755... Generator Loss: 0.6821 Epoch 2/2... Discriminator Loss: 0.8751... Generator Loss: 1.2926 Epoch 2/2... Discriminator Loss: 1.1130... Generator Loss: 0.5998 Epoch 2/2... Discriminator Loss: 0.9270... Generator Loss: 1.2981 Epoch 2/2... Discriminator Loss: 1.1959... Generator Loss: 0.5187 Epoch 2/2... Discriminator Loss: 1.1436... Generator Loss: 1.8778 Epoch 2/2... Discriminator Loss: 1.1212... Generator Loss: 0.5305 Epoch 2/2... Discriminator Loss: 0.8822... Generator Loss: 1.1431 Epoch 2/2... Discriminator Loss: 0.7925... Generator Loss: 0.9070 Epoch 2/2... Discriminator Loss: 1.0851... Generator Loss: 0.6208 Epoch 2/2... Discriminator Loss: 0.9452... Generator Loss: 1.1102 Epoch 2/2... Discriminator Loss: 0.9254... Generator Loss: 0.8816 Epoch 2/2... Discriminator Loss: 0.9216... Generator Loss: 0.9547 Epoch 2/2... Discriminator Loss: 0.8725... Generator Loss: 0.8474 Epoch 2/2... Discriminator Loss: 0.9240... Generator Loss: 1.1708 Epoch 2/2... Discriminator Loss: 1.4626... Generator Loss: 0.3854 Epoch 2/2... Discriminator Loss: 2.8664... Generator Loss: 3.3947 Epoch 2/2... Discriminator Loss: 1.6357... Generator Loss: 0.3126
Epoch 2/2... Discriminator Loss: 1.5311... Generator Loss: 2.1387 Epoch 2/2... Discriminator Loss: 1.6314... Generator Loss: 0.3100 Epoch 2/2... Discriminator Loss: 1.2774... Generator Loss: 1.5683 Epoch 2/2... Discriminator Loss: 1.1994... Generator Loss: 0.5830 Epoch 2/2... Discriminator Loss: 1.1722... Generator Loss: 0.7662 Epoch 2/2... Discriminator Loss: 1.2543... Generator Loss: 0.9450 Epoch 2/2... Discriminator Loss: 1.3910... Generator Loss: 0.4288 Epoch 2/2... Discriminator Loss: 1.3428... Generator Loss: 1.1885 Epoch 2/2... Discriminator Loss: 1.1811... Generator Loss: 0.6048 Epoch 2/2... Discriminator Loss: 1.2380... Generator Loss: 0.8660 Epoch 2/2... Discriminator Loss: 1.1738... Generator Loss: 0.7658 Epoch 2/2... Discriminator Loss: 1.2570... Generator Loss: 0.5590 Epoch 2/2... Discriminator Loss: 1.2565... Generator Loss: 0.9623 Epoch 2/2... Discriminator Loss: 1.2461... Generator Loss: 0.5143 Epoch 2/2... Discriminator Loss: 1.0444... Generator Loss: 1.2218 Epoch 2/2... Discriminator Loss: 1.0872... Generator Loss: 0.7656 Epoch 2/2... Discriminator Loss: 0.9229... Generator Loss: 0.9794 Epoch 2/2... Discriminator Loss: 1.1045... Generator Loss: 0.7549 Epoch 2/2... Discriminator Loss: 0.9615... Generator Loss: 1.0371 Epoch 2/2... Discriminator Loss: 1.0917... Generator Loss: 0.6943
Epoch 2/2... Discriminator Loss: 0.9517... Generator Loss: 0.9666 Epoch 2/2... Discriminator Loss: 1.0551... Generator Loss: 1.0170 Epoch 2/2... Discriminator Loss: 1.1933... Generator Loss: 0.6074 Epoch 2/2... Discriminator Loss: 0.9897... Generator Loss: 1.1141 Epoch 2/2... Discriminator Loss: 1.2962... Generator Loss: 0.4443 Epoch 2/2... Discriminator Loss: 1.2209... Generator Loss: 1.9313 Epoch 2/2... Discriminator Loss: 1.4044... Generator Loss: 0.3853 Epoch 2/2... Discriminator Loss: 0.9869... Generator Loss: 1.3407 Epoch 2/2... Discriminator Loss: 1.2030... Generator Loss: 0.6799 Epoch 2/2... Discriminator Loss: 1.0390... Generator Loss: 0.7194 Epoch 2/2... Discriminator Loss: 1.0268... Generator Loss: 1.0791 Epoch 2/2... Discriminator Loss: 1.1240... Generator Loss: 0.6469 Epoch 2/2... Discriminator Loss: 1.0694... Generator Loss: 0.8400 Epoch 2/2... Discriminator Loss: 1.0762... Generator Loss: 0.7790 Epoch 2/2... Discriminator Loss: 1.1457... Generator Loss: 0.7913 Epoch 2/2... Discriminator Loss: 1.0673... Generator Loss: 0.6786 Epoch 2/2... Discriminator Loss: 1.0929... Generator Loss: 0.7379 Epoch 2/2... Discriminator Loss: 1.0313... Generator Loss: 1.0014 Epoch 2/2... Discriminator Loss: 1.2085... Generator Loss: 0.5593 Epoch 2/2... Discriminator Loss: 0.8843... Generator Loss: 1.2704
Epoch 2/2... Discriminator Loss: 1.1588... Generator Loss: 0.5461 Epoch 2/2... Discriminator Loss: 1.0581... Generator Loss: 0.8781 Epoch 2/2... Discriminator Loss: 0.9973... Generator Loss: 0.8624 Epoch 2/2... Discriminator Loss: 0.9038... Generator Loss: 0.9134 Epoch 2/2... Discriminator Loss: 0.9520... Generator Loss: 0.9603 Epoch 2/2... Discriminator Loss: 0.9278... Generator Loss: 0.9884 Epoch 2/2... Discriminator Loss: 1.0676... Generator Loss: 0.6991 Epoch 2/2... Discriminator Loss: 1.1271... Generator Loss: 1.2639 Epoch 2/2... Discriminator Loss: 1.3869... Generator Loss: 0.3890 Epoch 2/2... Discriminator Loss: 1.1487... Generator Loss: 1.9534 Epoch 2/2... Discriminator Loss: 1.2925... Generator Loss: 0.4585 Epoch 2/2... Discriminator Loss: 0.9979... Generator Loss: 1.1107 Epoch 2/2... Discriminator Loss: 1.0406... Generator Loss: 0.7465 Epoch 2/2... Discriminator Loss: 1.0389... Generator Loss: 0.8818 Epoch 2/2... Discriminator Loss: 0.8725... Generator Loss: 0.9546 Epoch 2/2... Discriminator Loss: 1.0597... Generator Loss: 0.8031 Epoch 2/2... Discriminator Loss: 1.1200... Generator Loss: 0.5539 Epoch 2/2... Discriminator Loss: 0.9103... Generator Loss: 1.3680 Epoch 2/2... Discriminator Loss: 0.9133... Generator Loss: 0.7839 Epoch 2/2... Discriminator Loss: 0.8845... Generator Loss: 1.4971
Epoch 2/2... Discriminator Loss: 1.5295... Generator Loss: 0.3392 Epoch 2/2... Discriminator Loss: 1.7249... Generator Loss: 2.4944 Epoch 2/2... Discriminator Loss: 1.2521... Generator Loss: 0.4777 Epoch 2/2... Discriminator Loss: 1.0128... Generator Loss: 0.9760 Epoch 2/2... Discriminator Loss: 0.9337... Generator Loss: 1.0168 Epoch 2/2... Discriminator Loss: 1.1396... Generator Loss: 0.6645 Epoch 2/2... Discriminator Loss: 0.9681... Generator Loss: 0.9019 Epoch 2/2... Discriminator Loss: 1.0629... Generator Loss: 0.7792 Epoch 2/2... Discriminator Loss: 0.8406... Generator Loss: 1.0826 Epoch 2/2... Discriminator Loss: 0.9575... Generator Loss: 0.9012 Epoch 2/2... Discriminator Loss: 1.0907... Generator Loss: 0.6185 Epoch 2/2... Discriminator Loss: 0.9851... Generator Loss: 1.3219 Epoch 2/2... Discriminator Loss: 1.0476... Generator Loss: 0.7427 Epoch 2/2... Discriminator Loss: 0.9330... Generator Loss: 0.9133 Epoch 2/2... Discriminator Loss: 0.9472... Generator Loss: 0.8293 Epoch 2/2... Discriminator Loss: 0.9148... Generator Loss: 1.4803 Epoch 2/2... Discriminator Loss: 1.1331... Generator Loss: 0.5529 Epoch 2/2... Discriminator Loss: 0.9460... Generator Loss: 1.2583 Epoch 2/2... Discriminator Loss: 1.1141... Generator Loss: 0.7191 Epoch 2/2... Discriminator Loss: 0.8816... Generator Loss: 1.0612
Epoch 2/2... Discriminator Loss: 0.8495... Generator Loss: 1.0292 Epoch 2/2... Discriminator Loss: 1.0245... Generator Loss: 0.6845 Epoch 2/2... Discriminator Loss: 0.8666... Generator Loss: 1.4720 Epoch 2/2... Discriminator Loss: 1.3772... Generator Loss: 0.3897 Epoch 2/2... Discriminator Loss: 1.1901... Generator Loss: 2.1231 Epoch 2/2... Discriminator Loss: 1.3461... Generator Loss: 0.4050 Epoch 2/2... Discriminator Loss: 1.4097... Generator Loss: 1.4737 Epoch 2/2... Discriminator Loss: 1.5121... Generator Loss: 0.3420 Epoch 2/2... Discriminator Loss: 1.0942... Generator Loss: 1.5506 Epoch 2/2... Discriminator Loss: 1.0622... Generator Loss: 0.6952 Epoch 2/2... Discriminator Loss: 1.0780... Generator Loss: 0.7124 Epoch 2/2... Discriminator Loss: 1.0682... Generator Loss: 0.8207 Epoch 2/2... Discriminator Loss: 0.7868... Generator Loss: 1.5090 Epoch 2/2... Discriminator Loss: 1.0272... Generator Loss: 0.7239 Epoch 2/2... Discriminator Loss: 0.8938... Generator Loss: 0.7647 Epoch 2/2... Discriminator Loss: 0.8569... Generator Loss: 1.4862 Epoch 2/2... Discriminator Loss: 1.5549... Generator Loss: 0.3051 Epoch 2/2... Discriminator Loss: 1.8710... Generator Loss: 2.6073 Epoch 2/2... Discriminator Loss: 1.3906... Generator Loss: 0.3911 Epoch 2/2... Discriminator Loss: 0.9040... Generator Loss: 1.3163
Epoch 2/2... Discriminator Loss: 0.9531... Generator Loss: 1.0182 Epoch 2/2... Discriminator Loss: 1.1902... Generator Loss: 0.5243 Epoch 2/2... Discriminator Loss: 0.8476... Generator Loss: 1.4701 Epoch 2/2... Discriminator Loss: 0.9635... Generator Loss: 0.7036 Epoch 2/2... Discriminator Loss: 1.0717... Generator Loss: 0.6482 Epoch 2/2... Discriminator Loss: 0.8952... Generator Loss: 1.7491 Epoch 2/2... Discriminator Loss: 1.3182... Generator Loss: 0.4519 Epoch 2/2... Discriminator Loss: 0.9448... Generator Loss: 1.5054 Epoch 2/2... Discriminator Loss: 0.9271... Generator Loss: 0.7673 Epoch 2/2... Discriminator Loss: 0.8727... Generator Loss: 0.9181 Epoch 2/2... Discriminator Loss: 0.8655... Generator Loss: 0.9921 Epoch 2/2... Discriminator Loss: 0.9112... Generator Loss: 0.9748 Epoch 2/2... Discriminator Loss: 1.1273... Generator Loss: 0.5584 Epoch 2/2... Discriminator Loss: 0.9045... Generator Loss: 1.2322 Epoch 2/2... Discriminator Loss: 0.9033... Generator Loss: 0.9934 Epoch 2/2... Discriminator Loss: 1.0304... Generator Loss: 0.7292 Epoch 2/2... Discriminator Loss: 0.8636... Generator Loss: 1.1918 Epoch 2/2... Discriminator Loss: 1.1098... Generator Loss: 0.6035 Epoch 2/2... Discriminator Loss: 0.7394... Generator Loss: 1.5736 Epoch 2/2... Discriminator Loss: 1.1158... Generator Loss: 0.5170
Epoch 2/2... Discriminator Loss: 0.8860... Generator Loss: 1.4876 Epoch 2/2... Discriminator Loss: 1.2000... Generator Loss: 0.5407 Epoch 2/2... Discriminator Loss: 1.2364... Generator Loss: 1.6355 Epoch 2/2... Discriminator Loss: 1.9602... Generator Loss: 0.2187 Epoch 2/2... Discriminator Loss: 1.5245... Generator Loss: 2.4398 Epoch 2/2... Discriminator Loss: 1.5203... Generator Loss: 0.3375 Epoch 2/2... Discriminator Loss: 1.0112... Generator Loss: 1.6132 Epoch 2/2... Discriminator Loss: 1.2621... Generator Loss: 0.4646 Epoch 2/2... Discriminator Loss: 0.8913... Generator Loss: 1.2196 Epoch 2/2... Discriminator Loss: 1.1299... Generator Loss: 0.5691 Epoch 2/2... Discriminator Loss: 1.1285... Generator Loss: 1.1335 Epoch 2/2... Discriminator Loss: 1.3620... Generator Loss: 0.4498 Epoch 2/2... Discriminator Loss: 1.1068... Generator Loss: 1.8199 Epoch 2/2... Discriminator Loss: 1.0764... Generator Loss: 0.6315
Run your GANs on CelebA. It will take around 20 minutes on the average GPU to run one epoch. You can run the whole epoch or stop when it starts to generate realistic faces.
batch_size = 64
z_dim = 100
learning_rate = 0.001
beta1 = 0.4
tf.reset_default_graph()
"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
epochs = 1
celeba_dataset = helper.Dataset('celeba', glob(os.path.join(data_dir, 'img_align_celeba/*.jpg')))
with tf.Graph().as_default():
train(epochs, batch_size, z_dim, learning_rate, beta1, celeba_dataset.get_batches,
celeba_dataset.shape, celeba_dataset.image_mode)
1 64 100 0.001 0.4 (202599, 28, 28, 3) RGB Starting Session... Epoch : 0 Epoch 1/1... Discriminator Loss: 6.6300... Generator Loss: 0.0020 Epoch 1/1... Discriminator Loss: 2.4759... Generator Loss: 4.4734 Epoch 1/1... Discriminator Loss: 8.3581... Generator Loss: 0.0003 Epoch 1/1... Discriminator Loss: 0.4677... Generator Loss: 8.5955 Epoch 1/1... Discriminator Loss: 0.1876... Generator Loss: 3.6293 Epoch 1/1... Discriminator Loss: 3.9052... Generator Loss: 0.0279 Epoch 1/1... Discriminator Loss: 2.2565... Generator Loss: 16.6714 Epoch 1/1... Discriminator Loss: 0.1648... Generator Loss: 10.1435 Epoch 1/1... Discriminator Loss: 0.2359... Generator Loss: 1.8105 Epoch 1/1... Discriminator Loss: 1.1185... Generator Loss: 0.5585 Epoch 1/1... Discriminator Loss: 0.4542... Generator Loss: 16.3597 Epoch 1/1... Discriminator Loss: 0.5135... Generator Loss: 5.7610 Epoch 1/1... Discriminator Loss: 2.8440... Generator Loss: 0.0926 Epoch 1/1... Discriminator Loss: 1.1611... Generator Loss: 13.3102 Epoch 1/1... Discriminator Loss: 0.2302... Generator Loss: 8.0784 Epoch 1/1... Discriminator Loss: 2.8248... Generator Loss: 0.1846 Epoch 1/1... Discriminator Loss: 1.7292... Generator Loss: 15.0618 Epoch 1/1... Discriminator Loss: 0.1999... Generator Loss: 8.5550 Epoch 1/1... Discriminator Loss: 2.2119... Generator Loss: 0.3061 Epoch 1/1... Discriminator Loss: 0.6973... Generator Loss: 9.5725
Epoch 1/1... Discriminator Loss: 0.9230... Generator Loss: 2.2232 Epoch 1/1... Discriminator Loss: 1.4939... Generator Loss: 0.8583 Epoch 1/1... Discriminator Loss: 0.8319... Generator Loss: 4.5062 Epoch 1/1... Discriminator Loss: 5.7662... Generator Loss: 0.0114 Epoch 1/1... Discriminator Loss: 4.7892... Generator Loss: 13.3787 Epoch 1/1... Discriminator Loss: 0.5154... Generator Loss: 3.0066 Epoch 1/1... Discriminator Loss: 4.3471... Generator Loss: 0.0854 Epoch 1/1... Discriminator Loss: 3.7445... Generator Loss: 7.8703 Epoch 1/1... Discriminator Loss: 1.3616... Generator Loss: 1.0955 Epoch 1/1... Discriminator Loss: 2.0019... Generator Loss: 0.3913 Epoch 1/1... Discriminator Loss: 3.0854... Generator Loss: 5.5523 Epoch 1/1... Discriminator Loss: 1.3466... Generator Loss: 0.5577 Epoch 1/1... Discriminator Loss: 0.8195... Generator Loss: 1.4339 Epoch 1/1... Discriminator Loss: 0.7353... Generator Loss: 1.4591 Epoch 1/1... Discriminator Loss: 1.1121... Generator Loss: 0.6445 Epoch 1/1... Discriminator Loss: 1.2306... Generator Loss: 4.8610 Epoch 1/1... Discriminator Loss: 1.0145... Generator Loss: 0.6993 Epoch 1/1... Discriminator Loss: 0.6839... Generator Loss: 1.2806 Epoch 1/1... Discriminator Loss: 0.6927... Generator Loss: 1.4810 Epoch 1/1... Discriminator Loss: 1.3397... Generator Loss: 0.4830
Epoch 1/1... Discriminator Loss: 1.6310... Generator Loss: 4.0758 Epoch 1/1... Discriminator Loss: 2.8799... Generator Loss: 0.0832 Epoch 1/1... Discriminator Loss: 2.0107... Generator Loss: 5.0411 Epoch 1/1... Discriminator Loss: 0.6215... Generator Loss: 1.3257 Epoch 1/1... Discriminator Loss: 1.2001... Generator Loss: 0.4919 Epoch 1/1... Discriminator Loss: 0.7601... Generator Loss: 2.7295 Epoch 1/1... Discriminator Loss: 0.9029... Generator Loss: 0.8618 Epoch 1/1... Discriminator Loss: 0.8372... Generator Loss: 1.2793 Epoch 1/1... Discriminator Loss: 1.0432... Generator Loss: 0.7578 Epoch 1/1... Discriminator Loss: 0.8425... Generator Loss: 1.7157 Epoch 1/1... Discriminator Loss: 2.1253... Generator Loss: 0.1876 Epoch 1/1... Discriminator Loss: 3.3150... Generator Loss: 4.8705 Epoch 1/1... Discriminator Loss: 1.4777... Generator Loss: 0.4093 Epoch 1/1... Discriminator Loss: 0.8708... Generator Loss: 0.9922 Epoch 1/1... Discriminator Loss: 0.6269... Generator Loss: 1.2198 Epoch 1/1... Discriminator Loss: 0.4698... Generator Loss: 1.8758 Epoch 1/1... Discriminator Loss: 0.6257... Generator Loss: 1.2384 Epoch 1/1... Discriminator Loss: 0.3764... Generator Loss: 1.9595 Epoch 1/1... Discriminator Loss: 0.6160... Generator Loss: 1.2343 Epoch 1/1... Discriminator Loss: 0.4199... Generator Loss: 2.5717
Epoch 1/1... Discriminator Loss: 0.7322... Generator Loss: 0.8661 Epoch 1/1... Discriminator Loss: 0.5194... Generator Loss: 2.3920 Epoch 1/1... Discriminator Loss: 1.1269... Generator Loss: 0.6545 Epoch 1/1... Discriminator Loss: 1.0955... Generator Loss: 2.4721 Epoch 1/1... Discriminator Loss: 1.8596... Generator Loss: 0.2519 Epoch 1/1... Discriminator Loss: 2.5279... Generator Loss: 5.4216 Epoch 1/1... Discriminator Loss: 0.8923... Generator Loss: 1.3665 Epoch 1/1... Discriminator Loss: 1.7757... Generator Loss: 0.7622 Epoch 1/1... Discriminator Loss: 2.4093... Generator Loss: 3.6284 Epoch 1/1... Discriminator Loss: 2.5979... Generator Loss: 0.1773 Epoch 1/1... Discriminator Loss: 1.8111... Generator Loss: 0.5613 Epoch 1/1... Discriminator Loss: 1.5251... Generator Loss: 3.1060 Epoch 1/1... Discriminator Loss: 1.5675... Generator Loss: 0.4256 Epoch 1/1... Discriminator Loss: 0.9175... Generator Loss: 2.0582 Epoch 1/1... Discriminator Loss: 1.2247... Generator Loss: 0.5254 Epoch 1/1... Discriminator Loss: 1.3152... Generator Loss: 2.0067 Epoch 1/1... Discriminator Loss: 1.4606... Generator Loss: 0.3773 Epoch 1/1... Discriminator Loss: 1.0203... Generator Loss: 2.5931 Epoch 1/1... Discriminator Loss: 1.1536... Generator Loss: 0.7789 Epoch 1/1... Discriminator Loss: 1.1052... Generator Loss: 0.6983
Epoch 1/1... Discriminator Loss: 1.0087... Generator Loss: 1.8723 Epoch 1/1... Discriminator Loss: 1.3513... Generator Loss: 0.4508 Epoch 1/1... Discriminator Loss: 0.9800... Generator Loss: 2.1883 Epoch 1/1... Discriminator Loss: 0.8975... Generator Loss: 0.9336 Epoch 1/1... Discriminator Loss: 0.9767... Generator Loss: 0.8024 Epoch 1/1... Discriminator Loss: 1.0086... Generator Loss: 0.9632 Epoch 1/1... Discriminator Loss: 1.3611... Generator Loss: 0.6824 Epoch 1/1... Discriminator Loss: 0.9967... Generator Loss: 0.9511 Epoch 1/1... Discriminator Loss: 0.9822... Generator Loss: 1.3644 Epoch 1/1... Discriminator Loss: 0.7350... Generator Loss: 1.4503 Epoch 1/1... Discriminator Loss: 1.0402... Generator Loss: 1.0415 Epoch 1/1... Discriminator Loss: 0.7830... Generator Loss: 1.6117 Epoch 1/1... Discriminator Loss: 1.3754... Generator Loss: 0.5075 Epoch 1/1... Discriminator Loss: 1.3899... Generator Loss: 3.3220 Epoch 1/1... Discriminator Loss: 1.3820... Generator Loss: 0.4647 Epoch 1/1... Discriminator Loss: 1.2320... Generator Loss: 1.0076 Epoch 1/1... Discriminator Loss: 2.2479... Generator Loss: 0.3507 Epoch 1/1... Discriminator Loss: 2.3489... Generator Loss: 3.0015 Epoch 1/1... Discriminator Loss: 3.6897... Generator Loss: 0.0896 Epoch 1/1... Discriminator Loss: 1.5516... Generator Loss: 3.3302
Epoch 1/1... Discriminator Loss: 1.5545... Generator Loss: 1.4004 Epoch 1/1... Discriminator Loss: 1.0422... Generator Loss: 0.9200 Epoch 1/1... Discriminator Loss: 1.1925... Generator Loss: 0.7289 Epoch 1/1... Discriminator Loss: 0.9783... Generator Loss: 0.9220 Epoch 1/1... Discriminator Loss: 1.0913... Generator Loss: 0.9278 Epoch 1/1... Discriminator Loss: 1.1042... Generator Loss: 1.4342 Epoch 1/1... Discriminator Loss: 1.4826... Generator Loss: 0.4160 Epoch 1/1... Discriminator Loss: 1.3160... Generator Loss: 1.6082 Epoch 1/1... Discriminator Loss: 1.5925... Generator Loss: 0.3906 Epoch 1/1... Discriminator Loss: 1.1722... Generator Loss: 1.8115 Epoch 1/1... Discriminator Loss: 1.1073... Generator Loss: 0.6887 Epoch 1/1... Discriminator Loss: 1.0619... Generator Loss: 0.8092 Epoch 1/1... Discriminator Loss: 1.3054... Generator Loss: 0.7173 Epoch 1/1... Discriminator Loss: 1.4136... Generator Loss: 0.8536 Epoch 1/1... Discriminator Loss: 1.8586... Generator Loss: 0.3303 Epoch 1/1... Discriminator Loss: 1.9618... Generator Loss: 2.3609 Epoch 1/1... Discriminator Loss: 1.7048... Generator Loss: 0.2878 Epoch 1/1... Discriminator Loss: 1.0754... Generator Loss: 1.3992 Epoch 1/1... Discriminator Loss: 1.0638... Generator Loss: 0.8265 Epoch 1/1... Discriminator Loss: 1.0891... Generator Loss: 1.5658
Epoch 1/1... Discriminator Loss: 2.1019... Generator Loss: 0.1873 Epoch 1/1... Discriminator Loss: 1.4727... Generator Loss: 2.0894 Epoch 1/1... Discriminator Loss: 1.2737... Generator Loss: 0.8595 Epoch 1/1... Discriminator Loss: 1.3341... Generator Loss: 0.5160 Epoch 1/1... Discriminator Loss: 1.2586... Generator Loss: 1.1166 Epoch 1/1... Discriminator Loss: 1.1419... Generator Loss: 0.7443 Epoch 1/1... Discriminator Loss: 1.2250... Generator Loss: 0.6462 Epoch 1/1... Discriminator Loss: 1.1826... Generator Loss: 0.8572 Epoch 1/1... Discriminator Loss: 1.3477... Generator Loss: 0.5733 Epoch 1/1... Discriminator Loss: 1.1710... Generator Loss: 0.6760 Epoch 1/1... Discriminator Loss: 1.2902... Generator Loss: 1.1621 Epoch 1/1... Discriminator Loss: 1.7367... Generator Loss: 0.3120 Epoch 1/1... Discriminator Loss: 1.6701... Generator Loss: 1.5297 Epoch 1/1... Discriminator Loss: 1.3476... Generator Loss: 0.5411 Epoch 1/1... Discriminator Loss: 1.1653... Generator Loss: 0.7997 Epoch 1/1... Discriminator Loss: 1.2789... Generator Loss: 0.7610 Epoch 1/1... Discriminator Loss: 1.0309... Generator Loss: 1.2468 Epoch 1/1... Discriminator Loss: 1.1525... Generator Loss: 0.7305 Epoch 1/1... Discriminator Loss: 1.0111... Generator Loss: 0.7537 Epoch 1/1... Discriminator Loss: 1.0844... Generator Loss: 1.3831
Epoch 1/1... Discriminator Loss: 1.6999... Generator Loss: 0.2983 Epoch 1/1... Discriminator Loss: 1.0692... Generator Loss: 1.2998 Epoch 1/1... Discriminator Loss: 1.2835... Generator Loss: 0.5948 Epoch 1/1... Discriminator Loss: 1.3365... Generator Loss: 0.8625 Epoch 1/1... Discriminator Loss: 1.3652... Generator Loss: 0.6666 Epoch 1/1... Discriminator Loss: 1.2807... Generator Loss: 1.4351 Epoch 1/1... Discriminator Loss: 1.8497... Generator Loss: 0.2543 Epoch 1/1... Discriminator Loss: 1.8441... Generator Loss: 1.7496 Epoch 1/1... Discriminator Loss: 1.6588... Generator Loss: 0.3408 Epoch 1/1... Discriminator Loss: 1.3582... Generator Loss: 0.7058 Epoch 1/1... Discriminator Loss: 1.3382... Generator Loss: 1.1245 Epoch 1/1... Discriminator Loss: 1.4074... Generator Loss: 0.5893 Epoch 1/1... Discriminator Loss: 1.5509... Generator Loss: 0.9778 Epoch 1/1... Discriminator Loss: 1.5013... Generator Loss: 0.3653 Epoch 1/1... Discriminator Loss: 1.4238... Generator Loss: 1.2062 Epoch 1/1... Discriminator Loss: 1.4703... Generator Loss: 0.4496 Epoch 1/1... Discriminator Loss: 1.4199... Generator Loss: 0.9667 Epoch 1/1... Discriminator Loss: 1.7203... Generator Loss: 0.5214 Epoch 1/1... Discriminator Loss: 1.4920... Generator Loss: 0.7958 Epoch 1/1... Discriminator Loss: 1.4521... Generator Loss: 0.6160
Epoch 1/1... Discriminator Loss: 1.4030... Generator Loss: 0.7247 Epoch 1/1... Discriminator Loss: 1.4111... Generator Loss: 0.5219 Epoch 1/1... Discriminator Loss: 1.3363... Generator Loss: 0.9131 Epoch 1/1... Discriminator Loss: 1.6512... Generator Loss: 0.3845 Epoch 1/1... Discriminator Loss: 1.5477... Generator Loss: 0.6687 Epoch 1/1... Discriminator Loss: 1.4557... Generator Loss: 0.9296 Epoch 1/1... Discriminator Loss: 1.2556... Generator Loss: 0.7335 Epoch 1/1... Discriminator Loss: 1.4006... Generator Loss: 0.5405 Epoch 1/1... Discriminator Loss: 1.2896... Generator Loss: 0.8197 Epoch 1/1... Discriminator Loss: 1.3254... Generator Loss: 1.1323 Epoch 1/1... Discriminator Loss: 1.3896... Generator Loss: 0.4067 Epoch 1/1... Discriminator Loss: 1.1970... Generator Loss: 1.5438 Epoch 1/1... Discriminator Loss: 1.1564... Generator Loss: 0.5792 Epoch 1/1... Discriminator Loss: 1.0726... Generator Loss: 0.7881 Epoch 1/1... Discriminator Loss: 1.1862... Generator Loss: 1.2657 Epoch 1/1... Discriminator Loss: 1.8071... Generator Loss: 0.2465 Epoch 1/1... Discriminator Loss: 3.5741... Generator Loss: 3.2860 Epoch 1/1... Discriminator Loss: 1.2074... Generator Loss: 0.9677 Epoch 1/1... Discriminator Loss: 1.7867... Generator Loss: 0.2955 Epoch 1/1... Discriminator Loss: 1.3387... Generator Loss: 0.6066
Epoch 1/1... Discriminator Loss: 1.4770... Generator Loss: 1.0318 Epoch 1/1... Discriminator Loss: 1.6811... Generator Loss: 0.4618 Epoch 1/1... Discriminator Loss: 1.6447... Generator Loss: 0.6318 Epoch 1/1... Discriminator Loss: 1.5252... Generator Loss: 1.0820 Epoch 1/1... Discriminator Loss: 1.5466... Generator Loss: 0.6015 Epoch 1/1... Discriminator Loss: 1.4521... Generator Loss: 0.6514 Epoch 1/1... Discriminator Loss: 1.2714... Generator Loss: 1.1834 Epoch 1/1... Discriminator Loss: 1.3987... Generator Loss: 0.5497 Epoch 1/1... Discriminator Loss: 1.5780... Generator Loss: 0.5558 Epoch 1/1... Discriminator Loss: 1.5332... Generator Loss: 0.6049 Epoch 1/1... Discriminator Loss: 1.3073... Generator Loss: 0.8751 Epoch 1/1... Discriminator Loss: 1.3147... Generator Loss: 0.6686 Epoch 1/1... Discriminator Loss: 1.1929... Generator Loss: 0.9972 Epoch 1/1... Discriminator Loss: 1.0877... Generator Loss: 0.6947 Epoch 1/1... Discriminator Loss: 0.9983... Generator Loss: 1.0626 Epoch 1/1... Discriminator Loss: 1.1854... Generator Loss: 0.6055 Epoch 1/1... Discriminator Loss: 1.2539... Generator Loss: 0.9563 Epoch 1/1... Discriminator Loss: 1.7215... Generator Loss: 0.3276 Epoch 1/1... Discriminator Loss: 1.7158... Generator Loss: 1.7582 Epoch 1/1... Discriminator Loss: 1.4181... Generator Loss: 0.4484
Epoch 1/1... Discriminator Loss: 1.3433... Generator Loss: 0.7173 Epoch 1/1... Discriminator Loss: 1.4432... Generator Loss: 0.7785 Epoch 1/1... Discriminator Loss: 1.6511... Generator Loss: 0.4994 Epoch 1/1... Discriminator Loss: 1.4080... Generator Loss: 1.1509 Epoch 1/1... Discriminator Loss: 1.1771... Generator Loss: 0.6293 Epoch 1/1... Discriminator Loss: 1.4462... Generator Loss: 0.4412 Epoch 1/1... Discriminator Loss: 1.4508... Generator Loss: 1.1010 Epoch 1/1... Discriminator Loss: 1.2549... Generator Loss: 0.5069 Epoch 1/1... Discriminator Loss: 0.9928... Generator Loss: 1.0850 Epoch 1/1... Discriminator Loss: 1.3652... Generator Loss: 0.3973 Epoch 1/1... Discriminator Loss: 1.1728... Generator Loss: 1.5274 Epoch 1/1... Discriminator Loss: 2.0660... Generator Loss: 0.1947 Epoch 1/1... Discriminator Loss: 2.1907... Generator Loss: 2.5966 Epoch 1/1... Discriminator Loss: 1.1702... Generator Loss: 0.8538 Epoch 1/1... Discriminator Loss: 1.6257... Generator Loss: 0.3593 Epoch 1/1... Discriminator Loss: 1.1607... Generator Loss: 0.9509 Epoch 1/1... Discriminator Loss: 1.2042... Generator Loss: 0.9881 Epoch 1/1... Discriminator Loss: 1.7086... Generator Loss: 0.3169 Epoch 1/1... Discriminator Loss: 1.4333... Generator Loss: 0.8831 Epoch 1/1... Discriminator Loss: 1.4489... Generator Loss: 0.5675
Epoch 1/1... Discriminator Loss: 1.2631... Generator Loss: 0.9210 Epoch 1/1... Discriminator Loss: 1.9550... Generator Loss: 0.2480 Epoch 1/1... Discriminator Loss: 2.1589... Generator Loss: 1.9183 Epoch 1/1... Discriminator Loss: 1.3740... Generator Loss: 0.5034 Epoch 1/1... Discriminator Loss: 1.3540... Generator Loss: 0.5816 Epoch 1/1... Discriminator Loss: 1.2987... Generator Loss: 1.1527 Epoch 1/1... Discriminator Loss: 1.1580... Generator Loss: 0.6358 Epoch 1/1... Discriminator Loss: 1.2831... Generator Loss: 0.7094 Epoch 1/1... Discriminator Loss: 1.2135... Generator Loss: 0.7283 Epoch 1/1... Discriminator Loss: 1.2498... Generator Loss: 0.7093 Epoch 1/1... Discriminator Loss: 1.1900... Generator Loss: 0.9152 Epoch 1/1... Discriminator Loss: 1.2547... Generator Loss: 0.5626 Epoch 1/1... Discriminator Loss: 1.1526... Generator Loss: 0.7445 Epoch 1/1... Discriminator Loss: 1.0839... Generator Loss: 0.9228 Epoch 1/1... Discriminator Loss: 1.4750... Generator Loss: 0.4779 Epoch 1/1... Discriminator Loss: 1.6434... Generator Loss: 1.7567 Epoch 1/1... Discriminator Loss: 2.0467... Generator Loss: 0.2037 Epoch 1/1... Discriminator Loss: 1.5545... Generator Loss: 1.7617 Epoch 1/1... Discriminator Loss: 1.1592... Generator Loss: 0.5915 Epoch 1/1... Discriminator Loss: 1.1312... Generator Loss: 0.6652
Epoch 1/1... Discriminator Loss: 1.0192... Generator Loss: 0.9271 Epoch 1/1... Discriminator Loss: 1.1271... Generator Loss: 0.6081 Epoch 1/1... Discriminator Loss: 1.0562... Generator Loss: 1.0378 Epoch 1/1... Discriminator Loss: 1.0783... Generator Loss: 0.9127 Epoch 1/1... Discriminator Loss: 1.8516... Generator Loss: 0.2340 Epoch 1/1... Discriminator Loss: 2.4167... Generator Loss: 3.0801 Epoch 1/1... Discriminator Loss: 1.3419... Generator Loss: 0.9129 Epoch 1/1... Discriminator Loss: 1.6404... Generator Loss: 0.2970 Epoch 1/1... Discriminator Loss: 1.2337... Generator Loss: 1.0494 Epoch 1/1... Discriminator Loss: 1.3844... Generator Loss: 0.7813 Epoch 1/1... Discriminator Loss: 1.3513... Generator Loss: 0.5759 Epoch 1/1... Discriminator Loss: 1.1359... Generator Loss: 0.7868 Epoch 1/1... Discriminator Loss: 1.2582... Generator Loss: 0.7911 Epoch 1/1... Discriminator Loss: 1.2026... Generator Loss: 0.6321 Epoch 1/1... Discriminator Loss: 1.2997... Generator Loss: 0.6489 Epoch 1/1... Discriminator Loss: 1.1463... Generator Loss: 0.9969 Epoch 1/1... Discriminator Loss: 1.3605... Generator Loss: 0.5344 Epoch 1/1... Discriminator Loss: 1.3953... Generator Loss: 1.1001 Epoch 1/1... Discriminator Loss: 1.4855... Generator Loss: 0.4052 Epoch 1/1... Discriminator Loss: 1.3617... Generator Loss: 1.0620
Epoch 1/1... Discriminator Loss: 1.5664... Generator Loss: 0.3299 Epoch 1/1... Discriminator Loss: 1.6409... Generator Loss: 1.5197 Epoch 1/1... Discriminator Loss: 1.6394... Generator Loss: 0.3390 Epoch 1/1... Discriminator Loss: 1.2046... Generator Loss: 1.4046 Epoch 1/1... Discriminator Loss: 1.2847... Generator Loss: 0.5416 Epoch 1/1... Discriminator Loss: 1.3001... Generator Loss: 1.1912 Epoch 1/1... Discriminator Loss: 1.2402... Generator Loss: 0.4751 Epoch 1/1... Discriminator Loss: 1.1921... Generator Loss: 0.9773 Epoch 1/1... Discriminator Loss: 1.3192... Generator Loss: 0.8677 Epoch 1/1... Discriminator Loss: 1.8024... Generator Loss: 0.2538 Epoch 1/1... Discriminator Loss: 2.1514... Generator Loss: 2.0544 Epoch 1/1... Discriminator Loss: 1.3811... Generator Loss: 0.5674 Epoch 1/1... Discriminator Loss: 1.2519... Generator Loss: 0.6389 Epoch 1/1... Discriminator Loss: 1.1248... Generator Loss: 0.9506 Epoch 1/1... Discriminator Loss: 1.1027... Generator Loss: 0.9281 Epoch 1/1... Discriminator Loss: 1.1958... Generator Loss: 0.6376 Epoch 1/1... Discriminator Loss: 1.0788... Generator Loss: 1.0061 Epoch 1/1... Discriminator Loss: 1.0129... Generator Loss: 0.6329 Epoch 1/1... Discriminator Loss: 1.1312... Generator Loss: 0.9916 Epoch 1/1... Discriminator Loss: 1.0981... Generator Loss: 0.6476
Epoch 1/1... Discriminator Loss: 1.0921... Generator Loss: 0.8727 Epoch 1/1... Discriminator Loss: 1.1702... Generator Loss: 0.6793 Epoch 1/1... Discriminator Loss: 1.2692... Generator Loss: 0.5834 Epoch 1/1... Discriminator Loss: 2.0934... Generator Loss: 2.4248 Epoch 1/1... Discriminator Loss: 1.7665... Generator Loss: 0.2344 Epoch 1/1... Discriminator Loss: 0.9814... Generator Loss: 0.9814 Epoch 1/1... Discriminator Loss: 0.9778... Generator Loss: 0.9685 Epoch 1/1... Discriminator Loss: 1.3037... Generator Loss: 0.5972 Epoch 1/1... Discriminator Loss: 1.3311... Generator Loss: 1.2983 Epoch 1/1... Discriminator Loss: 1.3015... Generator Loss: 0.4466 Epoch 1/1... Discriminator Loss: 1.1352... Generator Loss: 1.4627 Epoch 1/1... Discriminator Loss: 1.3691... Generator Loss: 0.4376 Epoch 1/1... Discriminator Loss: 1.2064... Generator Loss: 0.8996 Epoch 1/1... Discriminator Loss: 0.9772... Generator Loss: 1.0854 Epoch 1/1... Discriminator Loss: 1.5266... Generator Loss: 0.3891 Epoch 1/1... Discriminator Loss: 1.9774... Generator Loss: 2.6640 Epoch 1/1... Discriminator Loss: 1.4641... Generator Loss: 0.4220 Epoch 1/1... Discriminator Loss: 1.4998... Generator Loss: 0.7237 Epoch 1/1... Discriminator Loss: 1.1271... Generator Loss: 0.9535 Epoch 1/1... Discriminator Loss: 1.2457... Generator Loss: 0.6640
Epoch 1/1... Discriminator Loss: 1.2754... Generator Loss: 0.7336 Epoch 1/1... Discriminator Loss: 1.4216... Generator Loss: 0.8475 Epoch 1/1... Discriminator Loss: 1.3666... Generator Loss: 0.5817 Epoch 1/1... Discriminator Loss: 1.2832... Generator Loss: 1.3306 Epoch 1/1... Discriminator Loss: 1.3237... Generator Loss: 0.4706 Epoch 1/1... Discriminator Loss: 1.3024... Generator Loss: 0.8152 Epoch 1/1... Discriminator Loss: 1.3696... Generator Loss: 0.5977 Epoch 1/1... Discriminator Loss: 1.2938... Generator Loss: 1.5179 Epoch 1/1... Discriminator Loss: 1.3856... Generator Loss: 0.3843 Epoch 1/1... Discriminator Loss: 0.9653... Generator Loss: 0.9959 Epoch 1/1... Discriminator Loss: 1.0724... Generator Loss: 1.0319 Epoch 1/1... Discriminator Loss: 1.1406... Generator Loss: 0.8716 Epoch 1/1... Discriminator Loss: 1.3351... Generator Loss: 0.5062 Epoch 1/1... Discriminator Loss: 2.1793... Generator Loss: 2.5531 Epoch 1/1... Discriminator Loss: 1.1047... Generator Loss: 0.6987 Epoch 1/1... Discriminator Loss: 1.3085... Generator Loss: 0.4458 Epoch 1/1... Discriminator Loss: 1.4870... Generator Loss: 1.3651 Epoch 1/1... Discriminator Loss: 1.5047... Generator Loss: 0.4042 Epoch 1/1... Discriminator Loss: 1.2919... Generator Loss: 1.6859 Epoch 1/1... Discriminator Loss: 1.4751... Generator Loss: 0.3944
Epoch 1/1... Discriminator Loss: 1.2942... Generator Loss: 0.9703 Epoch 1/1... Discriminator Loss: 1.3217... Generator Loss: 0.7909 Epoch 1/1... Discriminator Loss: 1.4802... Generator Loss: 0.3826 Epoch 1/1... Discriminator Loss: 1.4246... Generator Loss: 1.4980 Epoch 1/1... Discriminator Loss: 1.4812... Generator Loss: 0.4669 Epoch 1/1... Discriminator Loss: 1.3689... Generator Loss: 0.6367 Epoch 1/1... Discriminator Loss: 1.2415... Generator Loss: 1.2747 Epoch 1/1... Discriminator Loss: 1.5479... Generator Loss: 0.3484 Epoch 1/1... Discriminator Loss: 1.3851... Generator Loss: 1.4930 Epoch 1/1... Discriminator Loss: 1.0679... Generator Loss: 0.7294 Epoch 1/1... Discriminator Loss: 1.0304... Generator Loss: 0.6453 Epoch 1/1... Discriminator Loss: 1.1411... Generator Loss: 1.3463 Epoch 1/1... Discriminator Loss: 1.4621... Generator Loss: 0.3706 Epoch 1/1... Discriminator Loss: 1.1917... Generator Loss: 1.4555 Epoch 1/1... Discriminator Loss: 1.2815... Generator Loss: 0.4816 Epoch 1/1... Discriminator Loss: 1.2380... Generator Loss: 0.5850 Epoch 1/1... Discriminator Loss: 1.4525... Generator Loss: 1.8789 Epoch 1/1... Discriminator Loss: 1.8569... Generator Loss: 0.2401 Epoch 1/1... Discriminator Loss: 1.3886... Generator Loss: 1.5601 Epoch 1/1... Discriminator Loss: 1.5996... Generator Loss: 0.3602
Epoch 1/1... Discriminator Loss: 1.4364... Generator Loss: 0.8539 Epoch 1/1... Discriminator Loss: 1.0020... Generator Loss: 0.9344 Epoch 1/1... Discriminator Loss: 0.8258... Generator Loss: 0.9620 Epoch 1/1... Discriminator Loss: 0.8180... Generator Loss: 0.8540 Epoch 1/1... Discriminator Loss: 0.9533... Generator Loss: 1.0104 Epoch 1/1... Discriminator Loss: 1.2051... Generator Loss: 0.6852 Epoch 1/1... Discriminator Loss: 1.5848... Generator Loss: 1.3860 Epoch 1/1... Discriminator Loss: 2.0729... Generator Loss: 0.1925 Epoch 1/1... Discriminator Loss: 2.8523... Generator Loss: 2.2987 Epoch 1/1... Discriminator Loss: 1.0384... Generator Loss: 0.6845 Epoch 1/1... Discriminator Loss: 1.0752... Generator Loss: 0.5941 Epoch 1/1... Discriminator Loss: 0.9375... Generator Loss: 1.2597 Epoch 1/1... Discriminator Loss: 1.1801... Generator Loss: 0.4962 Epoch 1/1... Discriminator Loss: 1.8202... Generator Loss: 2.1279 Epoch 1/1... Discriminator Loss: 1.3317... Generator Loss: 0.5571 Epoch 1/1... Discriminator Loss: 1.2782... Generator Loss: 0.4937 Epoch 1/1... Discriminator Loss: 1.2574... Generator Loss: 1.0057 Epoch 1/1... Discriminator Loss: 1.1016... Generator Loss: 0.9749 Epoch 1/1... Discriminator Loss: 1.2548... Generator Loss: 0.4386 Epoch 1/1... Discriminator Loss: 0.9984... Generator Loss: 1.0305
Epoch 1/1... Discriminator Loss: 1.2061... Generator Loss: 0.6637 Epoch 1/1... Discriminator Loss: 1.4068... Generator Loss: 0.9110 Epoch 1/1... Discriminator Loss: 1.1705... Generator Loss: 0.6666 Epoch 1/1... Discriminator Loss: 1.1665... Generator Loss: 0.8636 Epoch 1/1... Discriminator Loss: 2.0094... Generator Loss: 0.1983 Epoch 1/1... Discriminator Loss: 2.9538... Generator Loss: 3.1272 Epoch 1/1... Discriminator Loss: 1.1364... Generator Loss: 0.9525 Epoch 1/1... Discriminator Loss: 1.5924... Generator Loss: 0.3006 Epoch 1/1... Discriminator Loss: 1.2412... Generator Loss: 1.3732 Epoch 1/1... Discriminator Loss: 1.0888... Generator Loss: 0.8652 Epoch 1/1... Discriminator Loss: 1.5179... Generator Loss: 0.3973 Epoch 1/1... Discriminator Loss: 1.1436... Generator Loss: 1.3599 Epoch 1/1... Discriminator Loss: 1.1068... Generator Loss: 0.8056 Epoch 1/1... Discriminator Loss: 1.5343... Generator Loss: 0.3718 Epoch 1/1... Discriminator Loss: 1.3239... Generator Loss: 0.9829 Epoch 1/1... Discriminator Loss: 1.4561... Generator Loss: 0.4499 Epoch 1/1... Discriminator Loss: 1.1664... Generator Loss: 1.1358 Epoch 1/1... Discriminator Loss: 1.2866... Generator Loss: 1.2063 Epoch 1/1... Discriminator Loss: 1.2790... Generator Loss: 0.4415 Epoch 1/1... Discriminator Loss: 1.0203... Generator Loss: 1.0689
Epoch 1/1... Discriminator Loss: 0.9791... Generator Loss: 1.2887 Epoch 1/1... Discriminator Loss: 1.5822... Generator Loss: 0.2881 Epoch 1/1... Discriminator Loss: 1.4611... Generator Loss: 2.1631 Epoch 1/1... Discriminator Loss: 1.1146... Generator Loss: 0.7385 Epoch 1/1... Discriminator Loss: 1.1898... Generator Loss: 0.5258 Epoch 1/1... Discriminator Loss: 1.1315... Generator Loss: 0.8635 Epoch 1/1... Discriminator Loss: 0.9902... Generator Loss: 0.9687 Epoch 1/1... Discriminator Loss: 1.5526... Generator Loss: 0.3698 Epoch 1/1... Discriminator Loss: 1.5572... Generator Loss: 1.2895 Epoch 1/1... Discriminator Loss: 1.9304... Generator Loss: 0.2681 Epoch 1/1... Discriminator Loss: 1.6370... Generator Loss: 1.8549 Epoch 1/1... Discriminator Loss: 0.9915... Generator Loss: 0.6492 Epoch 1/1... Discriminator Loss: 1.2900... Generator Loss: 0.5586 Epoch 1/1... Discriminator Loss: 1.4077... Generator Loss: 0.8156 Epoch 1/1... Discriminator Loss: 1.2953... Generator Loss: 1.1273 Epoch 1/1... Discriminator Loss: 1.1712... Generator Loss: 0.6301 Epoch 1/1... Discriminator Loss: 1.0862... Generator Loss: 0.7386 Epoch 1/1... Discriminator Loss: 1.0690... Generator Loss: 1.0597 Epoch 1/1... Discriminator Loss: 0.8742... Generator Loss: 1.0159 Epoch 1/1... Discriminator Loss: 1.1252... Generator Loss: 0.5979
Epoch 1/1... Discriminator Loss: 1.2284... Generator Loss: 1.4224 Epoch 1/1... Discriminator Loss: 1.6724... Generator Loss: 0.2588 Epoch 1/1... Discriminator Loss: 1.3587... Generator Loss: 1.4433 Epoch 1/1... Discriminator Loss: 1.3309... Generator Loss: 0.4903 Epoch 1/1... Discriminator Loss: 1.1240... Generator Loss: 1.1252 Epoch 1/1... Discriminator Loss: 1.6263... Generator Loss: 0.3383 Epoch 1/1... Discriminator Loss: 1.4671... Generator Loss: 1.0727 Epoch 1/1... Discriminator Loss: 1.5119... Generator Loss: 0.3632 Epoch 1/1... Discriminator Loss: 1.1516... Generator Loss: 1.2213 Epoch 1/1... Discriminator Loss: 1.0895... Generator Loss: 0.4947 Epoch 1/1... Discriminator Loss: 1.3809... Generator Loss: 0.4890 Epoch 1/1... Discriminator Loss: 2.7771... Generator Loss: 2.9898 Epoch 1/1... Discriminator Loss: 1.4491... Generator Loss: 0.3760 Epoch 1/1... Discriminator Loss: 1.6655... Generator Loss: 1.9009 Epoch 1/1... Discriminator Loss: 1.2685... Generator Loss: 0.5231 Epoch 1/1... Discriminator Loss: 1.2782... Generator Loss: 1.0233 Epoch 1/1... Discriminator Loss: 1.3538... Generator Loss: 0.5391 Epoch 1/1... Discriminator Loss: 1.2688... Generator Loss: 0.5171 Epoch 1/1... Discriminator Loss: 1.1337... Generator Loss: 1.2821 Epoch 1/1... Discriminator Loss: 1.3739... Generator Loss: 0.4055
Epoch 1/1... Discriminator Loss: 1.1920... Generator Loss: 0.5362 Epoch 1/1... Discriminator Loss: 1.5159... Generator Loss: 1.9689 Epoch 1/1... Discriminator Loss: 0.9797... Generator Loss: 0.7871 Epoch 1/1... Discriminator Loss: 1.6085... Generator Loss: 0.2933 Epoch 1/1... Discriminator Loss: 1.0601... Generator Loss: 0.8394 Epoch 1/1... Discriminator Loss: 1.1671... Generator Loss: 1.8399 Epoch 1/1... Discriminator Loss: 1.2829... Generator Loss: 0.5887 Epoch 1/1... Discriminator Loss: 1.2498... Generator Loss: 0.5067 Epoch 1/1... Discriminator Loss: 1.7772... Generator Loss: 1.6334 Epoch 1/1... Discriminator Loss: 1.5912... Generator Loss: 0.2971 Epoch 1/1... Discriminator Loss: 1.1694... Generator Loss: 1.1589 Epoch 1/1... Discriminator Loss: 1.2112... Generator Loss: 0.5310 Epoch 1/1... Discriminator Loss: 1.5963... Generator Loss: 0.3456 Epoch 1/1... Discriminator Loss: 1.3679... Generator Loss: 1.3663 Epoch 1/1... Discriminator Loss: 1.3104... Generator Loss: 0.8672 Epoch 1/1... Discriminator Loss: 1.5453... Generator Loss: 0.4343 Epoch 1/1... Discriminator Loss: 1.3105... Generator Loss: 1.5414 Epoch 1/1... Discriminator Loss: 1.1761... Generator Loss: 0.5658 Epoch 1/1... Discriminator Loss: 1.0010... Generator Loss: 0.9512 Epoch 1/1... Discriminator Loss: 1.1501... Generator Loss: 0.7284
Epoch 1/1... Discriminator Loss: 1.2283... Generator Loss: 0.6263 Epoch 1/1... Discriminator Loss: 1.2172... Generator Loss: 1.0134 Epoch 1/1... Discriminator Loss: 1.2944... Generator Loss: 0.5106 Epoch 1/1... Discriminator Loss: 1.4203... Generator Loss: 1.5320 Epoch 1/1... Discriminator Loss: 1.9163... Generator Loss: 0.2551 Epoch 1/1... Discriminator Loss: 1.9897... Generator Loss: 1.9371 Epoch 1/1... Discriminator Loss: 1.2326... Generator Loss: 0.6727 Epoch 1/1... Discriminator Loss: 1.5383... Generator Loss: 0.3792 Epoch 1/1... Discriminator Loss: 1.3352... Generator Loss: 0.8989 Epoch 1/1... Discriminator Loss: 1.3497... Generator Loss: 0.6273 Epoch 1/1... Discriminator Loss: 1.2595... Generator Loss: 0.6139 Epoch 1/1... Discriminator Loss: 1.2632... Generator Loss: 0.9153 Epoch 1/1... Discriminator Loss: 1.1298... Generator Loss: 0.7868 Epoch 1/1... Discriminator Loss: 1.3211... Generator Loss: 0.5306 Epoch 1/1... Discriminator Loss: 1.1287... Generator Loss: 1.2027 Epoch 1/1... Discriminator Loss: 1.2602... Generator Loss: 0.5659 Epoch 1/1... Discriminator Loss: 1.2181... Generator Loss: 0.5621 Epoch 1/1... Discriminator Loss: 1.3446... Generator Loss: 1.3564 Epoch 1/1... Discriminator Loss: 1.4265... Generator Loss: 0.3808 Epoch 1/1... Discriminator Loss: 1.4381... Generator Loss: 1.7076
Epoch 1/1... Discriminator Loss: 1.0006... Generator Loss: 0.8956 Epoch 1/1... Discriminator Loss: 1.1951... Generator Loss: 0.6716 Epoch 1/1... Discriminator Loss: 1.2192... Generator Loss: 0.7720 Epoch 1/1... Discriminator Loss: 1.2893... Generator Loss: 0.6651 Epoch 1/1... Discriminator Loss: 1.2550... Generator Loss: 1.1308 Epoch 1/1... Discriminator Loss: 1.7337... Generator Loss: 0.2794 Epoch 1/1... Discriminator Loss: 1.4061... Generator Loss: 1.6482 Epoch 1/1... Discriminator Loss: 1.1664... Generator Loss: 0.7103 Epoch 1/1... Discriminator Loss: 1.3264... Generator Loss: 0.4863 Epoch 1/1... Discriminator Loss: 1.6002... Generator Loss: 1.7903 Epoch 1/1... Discriminator Loss: 1.3468... Generator Loss: 0.4320 Epoch 1/1... Discriminator Loss: 1.1259... Generator Loss: 1.0450 Epoch 1/1... Discriminator Loss: 1.3783... Generator Loss: 0.5700 Epoch 1/1... Discriminator Loss: 1.1794... Generator Loss: 0.5864 Epoch 1/1... Discriminator Loss: 1.1571... Generator Loss: 1.0584 Epoch 1/1... Discriminator Loss: 1.1241... Generator Loss: 0.5616 Epoch 1/1... Discriminator Loss: 1.0747... Generator Loss: 0.7145 Epoch 1/1... Discriminator Loss: 1.0805... Generator Loss: 1.1006 Epoch 1/1... Discriminator Loss: 1.5000... Generator Loss: 0.5295 Epoch 1/1... Discriminator Loss: 1.1139... Generator Loss: 1.5548
Epoch 1/1... Discriminator Loss: 2.5541... Generator Loss: 0.1072 Epoch 1/1... Discriminator Loss: 1.4350... Generator Loss: 1.6866 Epoch 1/1... Discriminator Loss: 0.9533... Generator Loss: 1.3420 Epoch 1/1... Discriminator Loss: 1.6235... Generator Loss: 0.3254 Epoch 1/1... Discriminator Loss: 1.2639... Generator Loss: 1.4155 Epoch 1/1... Discriminator Loss: 1.1482... Generator Loss: 0.6946 Epoch 1/1... Discriminator Loss: 1.1063... Generator Loss: 0.7295 Epoch 1/1... Discriminator Loss: 1.3107... Generator Loss: 0.5687 Epoch 1/1... Discriminator Loss: 1.2562... Generator Loss: 0.9299 Epoch 1/1... Discriminator Loss: 1.0753... Generator Loss: 0.6321 Epoch 1/1... Discriminator Loss: 1.3761... Generator Loss: 0.5734 Epoch 1/1... Discriminator Loss: 1.6298... Generator Loss: 1.0782 Epoch 1/1... Discriminator Loss: 1.7453... Generator Loss: 0.2943 Epoch 1/1... Discriminator Loss: 1.8691... Generator Loss: 2.1176 Epoch 1/1... Discriminator Loss: 1.2929... Generator Loss: 0.4590 Epoch 1/1... Discriminator Loss: 1.3643... Generator Loss: 0.5517 Epoch 1/1... Discriminator Loss: 1.1158... Generator Loss: 1.1098 Epoch 1/1... Discriminator Loss: 1.3128... Generator Loss: 0.5510 Epoch 1/1... Discriminator Loss: 1.1811... Generator Loss: 0.7112 Epoch 1/1... Discriminator Loss: 1.2675... Generator Loss: 1.4664
Epoch 1/1... Discriminator Loss: 1.6056... Generator Loss: 0.3332 Epoch 1/1... Discriminator Loss: 1.1435... Generator Loss: 1.1428 Epoch 1/1... Discriminator Loss: 1.1178... Generator Loss: 0.8684 Epoch 1/1... Discriminator Loss: 1.3409... Generator Loss: 0.4305 Epoch 1/1... Discriminator Loss: 1.2478... Generator Loss: 1.6163 Epoch 1/1... Discriminator Loss: 1.4222... Generator Loss: 0.4025 Epoch 1/1... Discriminator Loss: 1.1274... Generator Loss: 0.7376 Epoch 1/1... Discriminator Loss: 1.2894... Generator Loss: 0.9436 Epoch 1/1... Discriminator Loss: 0.9982... Generator Loss: 0.8792 Epoch 1/1... Discriminator Loss: 1.2966... Generator Loss: 0.4782 Epoch 1/1... Discriminator Loss: 1.2189... Generator Loss: 1.2310 Epoch 1/1... Discriminator Loss: 1.2830... Generator Loss: 0.5544 Epoch 1/1... Discriminator Loss: 1.1847... Generator Loss: 1.0671 Epoch 1/1... Discriminator Loss: 1.1155... Generator Loss: 0.8067 Epoch 1/1... Discriminator Loss: 1.4353... Generator Loss: 0.4801 Epoch 1/1... Discriminator Loss: 1.6342... Generator Loss: 2.5388 Epoch 1/1... Discriminator Loss: 1.5526... Generator Loss: 0.3452 Epoch 1/1... Discriminator Loss: 1.1703... Generator Loss: 0.6622 Epoch 1/1... Discriminator Loss: 0.9955... Generator Loss: 0.8642 Epoch 1/1... Discriminator Loss: 0.9901... Generator Loss: 0.8059
Epoch 1/1... Discriminator Loss: 0.9851... Generator Loss: 1.3257 Epoch 1/1... Discriminator Loss: 1.2518... Generator Loss: 0.4602 Epoch 1/1... Discriminator Loss: 1.4636... Generator Loss: 1.5618 Epoch 1/1... Discriminator Loss: 1.1397... Generator Loss: 0.6473 Epoch 1/1... Discriminator Loss: 1.1994... Generator Loss: 0.8697 Epoch 1/1... Discriminator Loss: 1.3656... Generator Loss: 0.5550 Epoch 1/1... Discriminator Loss: 1.8425... Generator Loss: 0.2805 Epoch 1/1... Discriminator Loss: 1.6631... Generator Loss: 1.7881 Epoch 1/1... Discriminator Loss: 1.4378... Generator Loss: 0.5366 Epoch 1/1... Discriminator Loss: 1.2025... Generator Loss: 0.9346 Epoch 1/1... Discriminator Loss: 1.1768... Generator Loss: 0.9175 Epoch 1/1... Discriminator Loss: 1.1959... Generator Loss: 0.6126 Epoch 1/1... Discriminator Loss: 1.3874... Generator Loss: 0.5191 Epoch 1/1... Discriminator Loss: 1.1849... Generator Loss: 1.2497 Epoch 1/1... Discriminator Loss: 0.9334... Generator Loss: 1.1864 Epoch 1/1... Discriminator Loss: 1.3249... Generator Loss: 0.3790 Epoch 1/1... Discriminator Loss: 1.2754... Generator Loss: 0.6429 Epoch 1/1... Discriminator Loss: 1.3477... Generator Loss: 2.0902 Epoch 1/1... Discriminator Loss: 1.2879... Generator Loss: 0.4557 Epoch 1/1... Discriminator Loss: 1.1857... Generator Loss: 0.7901
Epoch 1/1... Discriminator Loss: 1.3156... Generator Loss: 1.2436 Epoch 1/1... Discriminator Loss: 1.0212... Generator Loss: 0.7724 Epoch 1/1... Discriminator Loss: 1.2310... Generator Loss: 0.5525 Epoch 1/1... Discriminator Loss: 1.0372... Generator Loss: 1.1464 Epoch 1/1... Discriminator Loss: 1.3776... Generator Loss: 0.5271 Epoch 1/1... Discriminator Loss: 1.1663... Generator Loss: 0.9122 Epoch 1/1... Discriminator Loss: 1.3311... Generator Loss: 0.4720 Epoch 1/1... Discriminator Loss: 1.6005... Generator Loss: 1.3371 Epoch 1/1... Discriminator Loss: 1.3232... Generator Loss: 0.5603 Epoch 1/1... Discriminator Loss: 1.9377... Generator Loss: 0.2532 Epoch 1/1... Discriminator Loss: 2.1316... Generator Loss: 2.0446 Epoch 1/1... Discriminator Loss: 1.0062... Generator Loss: 0.9419 Epoch 1/1... Discriminator Loss: 1.4758... Generator Loss: 0.4818 Epoch 1/1... Discriminator Loss: 1.2072... Generator Loss: 0.6746 Epoch 1/1... Discriminator Loss: 1.3559... Generator Loss: 0.4717 Epoch 1/1... Discriminator Loss: 1.1966... Generator Loss: 1.5527 Epoch 1/1... Discriminator Loss: 1.1843... Generator Loss: 1.0426 Epoch 1/1... Discriminator Loss: 1.0663... Generator Loss: 0.5680 Epoch 1/1... Discriminator Loss: 1.4840... Generator Loss: 0.4678 Epoch 1/1... Discriminator Loss: 1.5942... Generator Loss: 1.5883
Epoch 1/1... Discriminator Loss: 1.5610... Generator Loss: 0.3531 Epoch 1/1... Discriminator Loss: 1.0387... Generator Loss: 1.0294 Epoch 1/1... Discriminator Loss: 1.2932... Generator Loss: 0.7650 Epoch 1/1... Discriminator Loss: 1.5691... Generator Loss: 0.3458 Epoch 1/1... Discriminator Loss: 1.3691... Generator Loss: 1.4159 Epoch 1/1... Discriminator Loss: 1.0775... Generator Loss: 0.8329 Epoch 1/1... Discriminator Loss: 1.4186... Generator Loss: 0.4789 Epoch 1/1... Discriminator Loss: 1.2214... Generator Loss: 0.7164 Epoch 1/1... Discriminator Loss: 1.3303... Generator Loss: 0.5041 Epoch 1/1... Discriminator Loss: 1.0652... Generator Loss: 1.5207 Epoch 1/1... Discriminator Loss: 1.0598... Generator Loss: 0.9584 Epoch 1/1... Discriminator Loss: 1.5931... Generator Loss: 0.3250 Epoch 1/1... Discriminator Loss: 1.2338... Generator Loss: 1.0307 Epoch 1/1... Discriminator Loss: 0.8387... Generator Loss: 1.3868 Epoch 1/1... Discriminator Loss: 1.0907... Generator Loss: 0.6065 Epoch 1/1... Discriminator Loss: 0.9503... Generator Loss: 1.0309 Epoch 1/1... Discriminator Loss: 1.0047... Generator Loss: 0.6573 Epoch 1/1... Discriminator Loss: 1.2195... Generator Loss: 0.8420 Epoch 1/1... Discriminator Loss: 1.1268... Generator Loss: 0.6286 Epoch 1/1... Discriminator Loss: 1.2496... Generator Loss: 0.8494
Epoch 1/1... Discriminator Loss: 1.4497... Generator Loss: 1.8028 Epoch 1/1... Discriminator Loss: 2.2145... Generator Loss: 0.1409 Epoch 1/1... Discriminator Loss: 2.2312... Generator Loss: 2.7366 Epoch 1/1... Discriminator Loss: 1.3284... Generator Loss: 1.3134 Epoch 1/1... Discriminator Loss: 1.2940... Generator Loss: 0.4745 Epoch 1/1... Discriminator Loss: 1.1880... Generator Loss: 0.6549 Epoch 1/1... Discriminator Loss: 1.1524... Generator Loss: 1.0871 Epoch 1/1... Discriminator Loss: 1.3311... Generator Loss: 1.0245 Epoch 1/1... Discriminator Loss: 1.3517... Generator Loss: 0.5827 Epoch 1/1... Discriminator Loss: 1.1998... Generator Loss: 0.7854 Epoch 1/1... Discriminator Loss: 1.3745... Generator Loss: 0.7949 Epoch 1/1... Discriminator Loss: 1.1837... Generator Loss: 0.5990 Epoch 1/1... Discriminator Loss: 1.3825... Generator Loss: 0.6455 Epoch 1/1... Discriminator Loss: 1.3994... Generator Loss: 0.7156 Epoch 1/1... Discriminator Loss: 1.3832... Generator Loss: 0.7223 Epoch 1/1... Discriminator Loss: 1.3039... Generator Loss: 0.4523 Epoch 1/1... Discriminator Loss: 1.2066... Generator Loss: 0.7639 Epoch 1/1... Discriminator Loss: 1.0793... Generator Loss: 0.8984 Epoch 1/1... Discriminator Loss: 1.4505... Generator Loss: 0.4625 Epoch 1/1... Discriminator Loss: 1.3928... Generator Loss: 0.4810
Epoch 1/1... Discriminator Loss: 1.6335... Generator Loss: 1.4643 Epoch 1/1... Discriminator Loss: 1.2200... Generator Loss: 0.6057 Epoch 1/1... Discriminator Loss: 1.4559... Generator Loss: 0.3787 Epoch 1/1... Discriminator Loss: 1.3789... Generator Loss: 0.8462 Epoch 1/1... Discriminator Loss: 1.2752... Generator Loss: 0.9651 Epoch 1/1... Discriminator Loss: 1.3080... Generator Loss: 0.8491 Epoch 1/1... Discriminator Loss: 1.2115... Generator Loss: 0.5225 Epoch 1/1... Discriminator Loss: 1.1673... Generator Loss: 0.7194 Epoch 1/1... Discriminator Loss: 1.1431... Generator Loss: 1.3541 Epoch 1/1... Discriminator Loss: 1.1286... Generator Loss: 0.5636 Epoch 1/1... Discriminator Loss: 1.2500... Generator Loss: 0.5404 Epoch 1/1... Discriminator Loss: 1.8861... Generator Loss: 1.8096 Epoch 1/1... Discriminator Loss: 1.2136... Generator Loss: 0.5849 Epoch 1/1... Discriminator Loss: 1.5355... Generator Loss: 0.3188 Epoch 1/1... Discriminator Loss: 1.3749... Generator Loss: 1.2925 Epoch 1/1... Discriminator Loss: 1.3534... Generator Loss: 0.6644 Epoch 1/1... Discriminator Loss: 1.7290... Generator Loss: 0.3998 Epoch 1/1... Discriminator Loss: 1.3167... Generator Loss: 1.0619 Epoch 1/1... Discriminator Loss: 1.4071... Generator Loss: 0.4400 Epoch 1/1... Discriminator Loss: 1.3052... Generator Loss: 0.7005
Epoch 1/1... Discriminator Loss: 1.4426... Generator Loss: 0.7382 Epoch 1/1... Discriminator Loss: 1.2785... Generator Loss: 0.7554 Epoch 1/1... Discriminator Loss: 1.3076... Generator Loss: 0.6799 Epoch 1/1... Discriminator Loss: 1.2567... Generator Loss: 0.6290 Epoch 1/1... Discriminator Loss: 1.3773... Generator Loss: 1.7302 Epoch 1/1... Discriminator Loss: 1.3045... Generator Loss: 0.4674 Epoch 1/1... Discriminator Loss: 1.3391... Generator Loss: 0.4397 Epoch 1/1... Discriminator Loss: 1.3917... Generator Loss: 1.2467 Epoch 1/1... Discriminator Loss: 1.1243... Generator Loss: 0.6897 Epoch 1/1... Discriminator Loss: 1.0956... Generator Loss: 0.7692 Epoch 1/1... Discriminator Loss: 1.0687... Generator Loss: 0.9893 Epoch 1/1... Discriminator Loss: 1.1191... Generator Loss: 0.7613 Epoch 1/1... Discriminator Loss: 0.8949... Generator Loss: 0.9827 Epoch 1/1... Discriminator Loss: 1.0094... Generator Loss: 0.6272 Epoch 1/1... Discriminator Loss: 0.9353... Generator Loss: 1.2139 Epoch 1/1... Discriminator Loss: 1.1719... Generator Loss: 0.5392 Epoch 1/1... Discriminator Loss: 1.1926... Generator Loss: 0.8641 Epoch 1/1... Discriminator Loss: 1.2072... Generator Loss: 0.6282 Epoch 1/1... Discriminator Loss: 1.2801... Generator Loss: 1.1984 Epoch 1/1... Discriminator Loss: 2.0403... Generator Loss: 0.1892
Epoch 1/1... Discriminator Loss: 2.2826... Generator Loss: 2.8527 Epoch 1/1... Discriminator Loss: 1.3355... Generator Loss: 0.5951 Epoch 1/1... Discriminator Loss: 1.3754... Generator Loss: 0.7088 Epoch 1/1... Discriminator Loss: 1.2444... Generator Loss: 0.7872 Epoch 1/1... Discriminator Loss: 1.1320... Generator Loss: 1.0034 Epoch 1/1... Discriminator Loss: 1.2137... Generator Loss: 0.6548 Epoch 1/1... Discriminator Loss: 1.2937... Generator Loss: 0.5524 Epoch 1/1... Discriminator Loss: 1.1874... Generator Loss: 0.7550 Epoch 1/1... Discriminator Loss: 1.1562... Generator Loss: 0.5898 Epoch 1/1... Discriminator Loss: 1.2282... Generator Loss: 0.8637 Epoch 1/1... Discriminator Loss: 1.1317... Generator Loss: 1.0808 Epoch 1/1... Discriminator Loss: 1.3232... Generator Loss: 0.4372 Epoch 1/1... Discriminator Loss: 1.3952... Generator Loss: 1.1729 Epoch 1/1... Discriminator Loss: 1.8676... Generator Loss: 0.2440 Epoch 1/1... Discriminator Loss: 1.4656... Generator Loss: 1.9039 Epoch 1/1... Discriminator Loss: 1.1254... Generator Loss: 0.5857 Epoch 1/1... Discriminator Loss: 1.2331... Generator Loss: 0.5533 Epoch 1/1... Discriminator Loss: 1.2808... Generator Loss: 0.7481 Epoch 1/1... Discriminator Loss: 0.9331... Generator Loss: 0.9749 Epoch 1/1... Discriminator Loss: 1.4674... Generator Loss: 0.3801
Epoch 1/1... Discriminator Loss: 2.1259... Generator Loss: 2.7700 Epoch 1/1... Discriminator Loss: 1.3299... Generator Loss: 1.2039 Epoch 1/1... Discriminator Loss: 1.6599... Generator Loss: 0.2659 Epoch 1/1... Discriminator Loss: 1.2323... Generator Loss: 0.9196 Epoch 1/1... Discriminator Loss: 1.0341... Generator Loss: 1.0077 Epoch 1/1... Discriminator Loss: 1.3196... Generator Loss: 0.5426 Epoch 1/1... Discriminator Loss: 1.2147... Generator Loss: 0.8430 Epoch 1/1... Discriminator Loss: 1.1412... Generator Loss: 0.7106 Epoch 1/1... Discriminator Loss: 1.3018... Generator Loss: 0.5314 Epoch 1/1... Discriminator Loss: 1.3976... Generator Loss: 1.2047 Epoch 1/1... Discriminator Loss: 1.0943... Generator Loss: 0.8212 Epoch 1/1... Discriminator Loss: 1.3068... Generator Loss: 0.6659 Epoch 1/1... Discriminator Loss: 1.2739... Generator Loss: 0.5886 Epoch 1/1... Discriminator Loss: 1.2398... Generator Loss: 1.3730 Epoch 1/1... Discriminator Loss: 0.9827... Generator Loss: 0.8362 Epoch 1/1... Discriminator Loss: 1.3279... Generator Loss: 0.4052 Epoch 1/1... Discriminator Loss: 1.1711... Generator Loss: 0.9137 Epoch 1/1... Discriminator Loss: 1.1603... Generator Loss: 1.4649 Epoch 1/1... Discriminator Loss: 1.2308... Generator Loss: 0.4516 Epoch 1/1... Discriminator Loss: 1.7274... Generator Loss: 0.2938
Epoch 1/1... Discriminator Loss: 1.9308... Generator Loss: 1.7432 Epoch 1/1... Discriminator Loss: 1.4206... Generator Loss: 0.6518 Epoch 1/1... Discriminator Loss: 1.4592... Generator Loss: 0.4864 Epoch 1/1... Discriminator Loss: 1.3276... Generator Loss: 0.8630 Epoch 1/1... Discriminator Loss: 1.3830... Generator Loss: 0.7674 Epoch 1/1... Discriminator Loss: 1.4879... Generator Loss: 0.6363 Epoch 1/1... Discriminator Loss: 1.5484... Generator Loss: 0.5297 Epoch 1/1... Discriminator Loss: 1.5277... Generator Loss: 0.5146 Epoch 1/1... Discriminator Loss: 1.4172... Generator Loss: 0.6661 Epoch 1/1... Discriminator Loss: 1.4993... Generator Loss: 0.6935 Epoch 1/1... Discriminator Loss: 1.3414... Generator Loss: 0.7294 Epoch 1/1... Discriminator Loss: 1.3393... Generator Loss: 0.6048 Epoch 1/1... Discriminator Loss: 1.3343... Generator Loss: 0.9850 Epoch 1/1... Discriminator Loss: 1.2691... Generator Loss: 0.8040 Epoch 1/1... Discriminator Loss: 1.2104... Generator Loss: 0.6936 Epoch 1/1... Discriminator Loss: 1.2858... Generator Loss: 0.5525 Epoch 1/1... Discriminator Loss: 1.2399... Generator Loss: 0.7319 Epoch 1/1... Discriminator Loss: 1.4257... Generator Loss: 1.2417 Epoch 1/1... Discriminator Loss: 1.3021... Generator Loss: 0.5613 Epoch 1/1... Discriminator Loss: 1.3530... Generator Loss: 0.4542
Epoch 1/1... Discriminator Loss: 1.3795... Generator Loss: 0.9359 Epoch 1/1... Discriminator Loss: 1.2862... Generator Loss: 0.9141 Epoch 1/1... Discriminator Loss: 1.2954... Generator Loss: 0.7836 Epoch 1/1... Discriminator Loss: 1.4394... Generator Loss: 0.5862 Epoch 1/1... Discriminator Loss: 1.4588... Generator Loss: 0.5817 Epoch 1/1... Discriminator Loss: 1.4213... Generator Loss: 0.8907 Epoch 1/1... Discriminator Loss: 1.3001... Generator Loss: 0.8946 Epoch 1/1... Discriminator Loss: 1.5137... Generator Loss: 0.3999 Epoch 1/1... Discriminator Loss: 1.4445... Generator Loss: 0.5204 Epoch 1/1... Discriminator Loss: 1.2818... Generator Loss: 1.3102 Epoch 1/1... Discriminator Loss: 1.0500... Generator Loss: 0.8770 Epoch 1/1... Discriminator Loss: 1.0436... Generator Loss: 0.6139 Epoch 1/1... Discriminator Loss: 1.4063... Generator Loss: 0.5294 Epoch 1/1... Discriminator Loss: 1.2856... Generator Loss: 1.3623 Epoch 1/1... Discriminator Loss: 1.1352... Generator Loss: 0.9590 Epoch 1/1... Discriminator Loss: 1.3427... Generator Loss: 0.4409 Epoch 1/1... Discriminator Loss: 1.5224... Generator Loss: 0.4522 Epoch 1/1... Discriminator Loss: 1.2129... Generator Loss: 0.8387 Epoch 1/1... Discriminator Loss: 1.2446... Generator Loss: 1.0789 Epoch 1/1... Discriminator Loss: 1.4383... Generator Loss: 0.8955
Epoch 1/1... Discriminator Loss: 1.1969... Generator Loss: 0.5958 Epoch 1/1... Discriminator Loss: 1.7051... Generator Loss: 0.2863 Epoch 1/1... Discriminator Loss: 1.4248... Generator Loss: 0.6764 Epoch 1/1... Discriminator Loss: 1.4166... Generator Loss: 1.3870 Epoch 1/1... Discriminator Loss: 1.2331... Generator Loss: 0.6592 Epoch 1/1... Discriminator Loss: 1.5143... Generator Loss: 0.3703 Epoch 1/1... Discriminator Loss: 1.2203... Generator Loss: 1.4796 Epoch 1/1... Discriminator Loss: 1.0678... Generator Loss: 0.7460 Epoch 1/1... Discriminator Loss: 1.3786... Generator Loss: 0.5900 Epoch 1/1... Discriminator Loss: 1.1630... Generator Loss: 0.6770 Epoch 1/1... Discriminator Loss: 1.0318... Generator Loss: 0.8154 Epoch 1/1... Discriminator Loss: 1.2179... Generator Loss: 0.8055 Epoch 1/1... Discriminator Loss: 1.3075... Generator Loss: 1.0216 Epoch 1/1... Discriminator Loss: 1.2455... Generator Loss: 0.8953 Epoch 1/1... Discriminator Loss: 1.2808... Generator Loss: 0.4069 Epoch 1/1... Discriminator Loss: 1.2545... Generator Loss: 1.2392 Epoch 1/1... Discriminator Loss: 1.1352... Generator Loss: 0.7588 Epoch 1/1... Discriminator Loss: 1.2894... Generator Loss: 0.5881 Epoch 1/1... Discriminator Loss: 1.3316... Generator Loss: 1.3367 Epoch 1/1... Discriminator Loss: 1.0520... Generator Loss: 0.8022
Epoch 1/1... Discriminator Loss: 1.1302... Generator Loss: 0.5663 Epoch 1/1... Discriminator Loss: 1.1452... Generator Loss: 0.5738 Epoch 1/1... Discriminator Loss: 1.3864... Generator Loss: 1.4891 Epoch 1/1... Discriminator Loss: 1.2860... Generator Loss: 0.6313 Epoch 1/1... Discriminator Loss: 1.2445... Generator Loss: 0.5808 Epoch 1/1... Discriminator Loss: 1.2264... Generator Loss: 1.0643 Epoch 1/1... Discriminator Loss: 1.2507... Generator Loss: 0.5978 Epoch 1/1... Discriminator Loss: 1.1630... Generator Loss: 0.7289 Epoch 1/1... Discriminator Loss: 1.1025... Generator Loss: 1.0239 Epoch 1/1... Discriminator Loss: 1.4304... Generator Loss: 0.4815 Epoch 1/1... Discriminator Loss: 1.3804... Generator Loss: 1.8443 Epoch 1/1... Discriminator Loss: 1.2258... Generator Loss: 0.5359 Epoch 1/1... Discriminator Loss: 1.2904... Generator Loss: 0.4866 Epoch 1/1... Discriminator Loss: 1.5333... Generator Loss: 1.5859 Epoch 1/1... Discriminator Loss: 1.2228... Generator Loss: 0.6207 Epoch 1/1... Discriminator Loss: 1.3371... Generator Loss: 0.5462 Epoch 1/1... Discriminator Loss: 1.4918... Generator Loss: 1.1169 Epoch 1/1... Discriminator Loss: 1.1987... Generator Loss: 0.8205 Epoch 1/1... Discriminator Loss: 1.5359... Generator Loss: 0.5139 Epoch 1/1... Discriminator Loss: 1.1837... Generator Loss: 1.0690
Epoch 1/1... Discriminator Loss: 1.2412... Generator Loss: 0.5658 Epoch 1/1... Discriminator Loss: 1.2639... Generator Loss: 0.5144 Epoch 1/1... Discriminator Loss: 1.1534... Generator Loss: 0.8333 Epoch 1/1... Discriminator Loss: 1.1919... Generator Loss: 0.8064 Epoch 1/1... Discriminator Loss: 0.8980... Generator Loss: 1.5490 Epoch 1/1... Discriminator Loss: 1.0664... Generator Loss: 0.5758 Epoch 1/1... Discriminator Loss: 1.3731... Generator Loss: 0.4700 Epoch 1/1... Discriminator Loss: 1.2092... Generator Loss: 0.7557 Epoch 1/1... Discriminator Loss: 1.2033... Generator Loss: 0.5696 Epoch 1/1... Discriminator Loss: 1.0675... Generator Loss: 1.1469 Epoch 1/1... Discriminator Loss: 1.2464... Generator Loss: 0.5049 Epoch 1/1... Discriminator Loss: 1.3935... Generator Loss: 0.7639 Epoch 1/1... Discriminator Loss: 1.1908... Generator Loss: 0.8649 Epoch 1/1... Discriminator Loss: 1.2645... Generator Loss: 0.7830 Epoch 1/1... Discriminator Loss: 1.4231... Generator Loss: 0.5124 Epoch 1/1... Discriminator Loss: 1.0723... Generator Loss: 0.9333 Epoch 1/1... Discriminator Loss: 1.0665... Generator Loss: 0.6125 Epoch 1/1... Discriminator Loss: 1.2321... Generator Loss: 1.3018 Epoch 1/1... Discriminator Loss: 1.5043... Generator Loss: 0.4213 Epoch 1/1... Discriminator Loss: 1.2074... Generator Loss: 0.7121
Epoch 1/1... Discriminator Loss: 1.3926... Generator Loss: 1.3225 Epoch 1/1... Discriminator Loss: 1.3939... Generator Loss: 0.5866 Epoch 1/1... Discriminator Loss: 1.4093... Generator Loss: 1.3960 Epoch 1/1... Discriminator Loss: 1.3814... Generator Loss: 0.3720 Epoch 1/1... Discriminator Loss: 1.0168... Generator Loss: 0.8363 Epoch 1/1... Discriminator Loss: 1.0559... Generator Loss: 0.6614 Epoch 1/1... Discriminator Loss: 1.3160... Generator Loss: 1.3590 Epoch 1/1... Discriminator Loss: 1.5079... Generator Loss: 0.3379 Epoch 1/1... Discriminator Loss: 1.3654... Generator Loss: 1.1728 Epoch 1/1... Discriminator Loss: 1.2205... Generator Loss: 0.5442 Epoch 1/1... Discriminator Loss: 1.4341... Generator Loss: 0.5182 Epoch 1/1... Discriminator Loss: 1.5903... Generator Loss: 0.5184 Epoch 1/1... Discriminator Loss: 1.3643... Generator Loss: 1.1037 Epoch 1/1... Discriminator Loss: 1.2911... Generator Loss: 0.5250 Epoch 1/1... Discriminator Loss: 1.3749... Generator Loss: 0.8003 Epoch 1/1... Discriminator Loss: 1.1852... Generator Loss: 0.6862 Epoch 1/1... Discriminator Loss: 1.3198... Generator Loss: 0.6659 Epoch 1/1... Discriminator Loss: 1.4257... Generator Loss: 0.5383 Epoch 1/1... Discriminator Loss: 1.4389... Generator Loss: 1.0269 Epoch 1/1... Discriminator Loss: 1.3668... Generator Loss: 0.4498
Epoch 1/1... Discriminator Loss: 1.1899... Generator Loss: 1.0933 Epoch 1/1... Discriminator Loss: 1.3345... Generator Loss: 0.6295 Epoch 1/1... Discriminator Loss: 1.1650... Generator Loss: 0.7021 Epoch 1/1... Discriminator Loss: 1.1720... Generator Loss: 0.7781 Epoch 1/1... Discriminator Loss: 1.2667... Generator Loss: 1.3829 Epoch 1/1... Discriminator Loss: 1.2951... Generator Loss: 0.4162 Epoch 1/1... Discriminator Loss: 1.1312... Generator Loss: 0.7788 Epoch 1/1... Discriminator Loss: 1.2190... Generator Loss: 0.7407 Epoch 1/1... Discriminator Loss: 1.2096... Generator Loss: 0.6356 Epoch 1/1... Discriminator Loss: 1.5073... Generator Loss: 1.6232 Epoch 1/1... Discriminator Loss: 1.1514... Generator Loss: 0.8509 Epoch 1/1... Discriminator Loss: 1.2616... Generator Loss: 0.4377 Epoch 1/1... Discriminator Loss: 1.2826... Generator Loss: 0.7556 Epoch 1/1... Discriminator Loss: 1.3147... Generator Loss: 1.1455 Epoch 1/1... Discriminator Loss: 1.3250... Generator Loss: 0.5832 Epoch 1/1... Discriminator Loss: 1.0678... Generator Loss: 0.8910 Epoch 1/1... Discriminator Loss: 1.4783... Generator Loss: 0.7222 Epoch 1/1... Discriminator Loss: 1.2663... Generator Loss: 0.7704 Epoch 1/1... Discriminator Loss: 1.0683... Generator Loss: 0.9851 Epoch 1/1... Discriminator Loss: 0.8129... Generator Loss: 1.1260
Epoch 1/1... Discriminator Loss: 0.9408... Generator Loss: 1.0329 Epoch 1/1... Discriminator Loss: 0.7815... Generator Loss: 1.0329 Epoch 1/1... Discriminator Loss: 0.9421... Generator Loss: 0.9845 Epoch 1/1... Discriminator Loss: 0.7407... Generator Loss: 0.8640 Epoch 1/1... Discriminator Loss: 0.8205... Generator Loss: 0.9986 Epoch 1/1... Discriminator Loss: 0.6110... Generator Loss: 1.1929 Epoch 1/1... Discriminator Loss: 1.0443... Generator Loss: 0.6729 Epoch 1/1... Discriminator Loss: 1.1491... Generator Loss: 1.8597 Epoch 1/1... Discriminator Loss: 2.2284... Generator Loss: 0.1486 Epoch 1/1... Discriminator Loss: 1.6572... Generator Loss: 1.4058 Epoch 1/1... Discriminator Loss: 3.1854... Generator Loss: 0.0681 Epoch 1/1... Discriminator Loss: 1.7088... Generator Loss: 1.1462 Epoch 1/1... Discriminator Loss: 1.6171... Generator Loss: 0.7501 Epoch 1/1... Discriminator Loss: 1.4964... Generator Loss: 0.7870 Epoch 1/1... Discriminator Loss: 1.2582... Generator Loss: 0.8372 Epoch 1/1... Discriminator Loss: 1.2868... Generator Loss: 0.8180 Epoch 1/1... Discriminator Loss: 1.3470... Generator Loss: 0.4885 Epoch 1/1... Discriminator Loss: 1.2257... Generator Loss: 0.5218 Epoch 1/1... Discriminator Loss: 1.1660... Generator Loss: 0.5626 Epoch 1/1... Discriminator Loss: 1.1133... Generator Loss: 0.9903
Epoch 1/1... Discriminator Loss: 1.3200... Generator Loss: 0.6728 Epoch 1/1... Discriminator Loss: 1.3910... Generator Loss: 0.7772 Epoch 1/1... Discriminator Loss: 1.3986... Generator Loss: 1.1551 Epoch 1/1... Discriminator Loss: 1.7765... Generator Loss: 0.2513 Epoch 1/1... Discriminator Loss: 1.3993... Generator Loss: 1.2325 Epoch 1/1... Discriminator Loss: 1.2781... Generator Loss: 0.9422 Epoch 1/1... Discriminator Loss: 1.3742... Generator Loss: 0.4677 Epoch 1/1... Discriminator Loss: 1.3084... Generator Loss: 1.4907 Epoch 1/1... Discriminator Loss: 1.2214... Generator Loss: 0.6992 Epoch 1/1... Discriminator Loss: 1.3086... Generator Loss: 0.5484 Epoch 1/1... Discriminator Loss: 1.3344... Generator Loss: 0.6647 Epoch 1/1... Discriminator Loss: 1.3033... Generator Loss: 0.8369 Epoch 1/1... Discriminator Loss: 1.3704... Generator Loss: 0.6234 Epoch 1/1... Discriminator Loss: 1.2452... Generator Loss: 0.9287 Epoch 1/1... Discriminator Loss: 1.1940... Generator Loss: 0.7826 Epoch 1/1... Discriminator Loss: 1.3755... Generator Loss: 0.5931 Epoch 1/1... Discriminator Loss: 1.4323... Generator Loss: 1.2370 Epoch 1/1... Discriminator Loss: 1.5011... Generator Loss: 0.3738 Epoch 1/1... Discriminator Loss: 1.3101... Generator Loss: 0.4989 Epoch 1/1... Discriminator Loss: 1.3206... Generator Loss: 0.7653
Epoch 1/1... Discriminator Loss: 1.2356... Generator Loss: 0.8466 Epoch 1/1... Discriminator Loss: 1.2047... Generator Loss: 1.0015 Epoch 1/1... Discriminator Loss: 1.2167... Generator Loss: 0.6053 Epoch 1/1... Discriminator Loss: 1.3458... Generator Loss: 0.6059 Epoch 1/1... Discriminator Loss: 1.2593... Generator Loss: 0.8350 Epoch 1/1... Discriminator Loss: 1.3381... Generator Loss: 0.8062 Epoch 1/1... Discriminator Loss: 1.2680... Generator Loss: 0.6191 Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 0.5578 Epoch 1/1... Discriminator Loss: 1.2405... Generator Loss: 1.4009 Epoch 1/1... Discriminator Loss: 0.9795... Generator Loss: 0.6629 Epoch 1/1... Discriminator Loss: 1.5460... Generator Loss: 0.3759 Epoch 1/1... Discriminator Loss: 1.0411... Generator Loss: 0.9417 Epoch 1/1... Discriminator Loss: 1.2164... Generator Loss: 1.0730 Epoch 1/1... Discriminator Loss: 1.1573... Generator Loss: 0.7789 Epoch 1/1... Discriminator Loss: 1.1961... Generator Loss: 0.5463 Epoch 1/1... Discriminator Loss: 1.1690... Generator Loss: 0.9947 Epoch 1/1... Discriminator Loss: 1.0553... Generator Loss: 0.8304 Epoch 1/1... Discriminator Loss: 1.1907... Generator Loss: 0.9792 Epoch 1/1... Discriminator Loss: 1.6623... Generator Loss: 0.3267 Epoch 1/1... Discriminator Loss: 1.3709... Generator Loss: 0.7957
Epoch 1/1... Discriminator Loss: 1.2968... Generator Loss: 1.1597 Epoch 1/1... Discriminator Loss: 1.5190... Generator Loss: 0.4253 Epoch 1/1... Discriminator Loss: 1.2528... Generator Loss: 0.7084 Epoch 1/1... Discriminator Loss: 1.3149... Generator Loss: 1.0319 Epoch 1/1... Discriminator Loss: 1.3672... Generator Loss: 0.5468 Epoch 1/1... Discriminator Loss: 1.3086... Generator Loss: 0.5494 Epoch 1/1... Discriminator Loss: 1.2571... Generator Loss: 0.6326 Epoch 1/1... Discriminator Loss: 1.3516... Generator Loss: 1.3547 Epoch 1/1... Discriminator Loss: 1.4902... Generator Loss: 0.4074 Epoch 1/1... Discriminator Loss: 1.5029... Generator Loss: 0.6126 Epoch 1/1... Discriminator Loss: 1.6252... Generator Loss: 1.2236 Epoch 1/1... Discriminator Loss: 1.0727... Generator Loss: 0.5233 Epoch 1/1... Discriminator Loss: 0.9721... Generator Loss: 0.6105 Epoch 1/1... Discriminator Loss: 0.6711... Generator Loss: 1.0166 Epoch 1/1... Discriminator Loss: 0.9549... Generator Loss: 0.9262 Epoch 1/1... Discriminator Loss: 1.3853... Generator Loss: 0.4631 Epoch 1/1... Discriminator Loss: 1.3468... Generator Loss: 1.1586 Epoch 1/1... Discriminator Loss: 1.7724... Generator Loss: 0.2635 Epoch 1/1... Discriminator Loss: 1.6787... Generator Loss: 1.9663 Epoch 1/1... Discriminator Loss: 1.2286... Generator Loss: 0.5834
Epoch 1/1... Discriminator Loss: 1.5613... Generator Loss: 0.3550 Epoch 1/1... Discriminator Loss: 0.9972... Generator Loss: 1.0701 Epoch 1/1... Discriminator Loss: 1.0938... Generator Loss: 0.9996 Epoch 1/1... Discriminator Loss: 1.4592... Generator Loss: 0.3826 Epoch 1/1... Discriminator Loss: 1.2006... Generator Loss: 1.3411 Epoch 1/1... Discriminator Loss: 1.0899... Generator Loss: 0.8344 Epoch 1/1... Discriminator Loss: 1.3844... Generator Loss: 0.6004 Epoch 1/1... Discriminator Loss: 1.3192... Generator Loss: 0.5008 Epoch 1/1... Discriminator Loss: 1.0452... Generator Loss: 1.0739 Epoch 1/1... Discriminator Loss: 1.5138... Generator Loss: 0.6898 Epoch 1/1... Discriminator Loss: 1.6363... Generator Loss: 0.3584 Epoch 1/1... Discriminator Loss: 1.1795... Generator Loss: 1.4049 Epoch 1/1... Discriminator Loss: 1.2128... Generator Loss: 0.7071 Epoch 1/1... Discriminator Loss: 1.1427... Generator Loss: 0.9816 Epoch 1/1... Discriminator Loss: 1.4965... Generator Loss: 0.4416 Epoch 1/1... Discriminator Loss: 1.4677... Generator Loss: 0.6344 Epoch 1/1... Discriminator Loss: 1.1578... Generator Loss: 1.1909 Epoch 1/1... Discriminator Loss: 1.0094... Generator Loss: 0.6303 Epoch 1/1... Discriminator Loss: 0.9651... Generator Loss: 0.7212 Epoch 1/1... Discriminator Loss: 1.1601... Generator Loss: 0.7416
Epoch 1/1... Discriminator Loss: 1.5563... Generator Loss: 0.7519 Epoch 1/1... Discriminator Loss: 0.9968... Generator Loss: 1.0630 Epoch 1/1... Discriminator Loss: 1.3760... Generator Loss: 0.7208 Epoch 1/1... Discriminator Loss: 1.2559... Generator Loss: 0.6493 Epoch 1/1... Discriminator Loss: 1.4232... Generator Loss: 1.8148 Epoch 1/1... Discriminator Loss: 1.5539... Generator Loss: 0.3198 Epoch 1/1... Discriminator Loss: 1.1209... Generator Loss: 0.8329 Epoch 1/1... Discriminator Loss: 1.1186... Generator Loss: 0.9304 Epoch 1/1... Discriminator Loss: 1.7294... Generator Loss: 0.2606 Epoch 1/1... Discriminator Loss: 1.2724... Generator Loss: 0.8450 Epoch 1/1... Discriminator Loss: 1.2655... Generator Loss: 1.3981 Epoch 1/1... Discriminator Loss: 1.3808... Generator Loss: 0.4424 Epoch 1/1... Discriminator Loss: 1.8485... Generator Loss: 0.2318 Epoch 1/1... Discriminator Loss: 1.3079... Generator Loss: 0.8390 Epoch 1/1... Discriminator Loss: 1.7313... Generator Loss: 1.5704 Epoch 1/1... Discriminator Loss: 1.1030... Generator Loss: 0.9712 Epoch 1/1... Discriminator Loss: 1.3470... Generator Loss: 0.4192 Epoch 1/1... Discriminator Loss: 1.8249... Generator Loss: 0.3010 Epoch 1/1... Discriminator Loss: 1.4817... Generator Loss: 1.3251 Epoch 1/1... Discriminator Loss: 1.3004... Generator Loss: 1.1096
Epoch 1/1... Discriminator Loss: 1.2246... Generator Loss: 0.5141 Epoch 1/1... Discriminator Loss: 1.8518... Generator Loss: 0.2979 Epoch 1/1... Discriminator Loss: 1.2687... Generator Loss: 0.8352 Epoch 1/1... Discriminator Loss: 1.5317... Generator Loss: 1.2679 Epoch 1/1... Discriminator Loss: 1.4098... Generator Loss: 0.6442 Epoch 1/1... Discriminator Loss: 1.6380... Generator Loss: 0.3339 Epoch 1/1... Discriminator Loss: 1.3643... Generator Loss: 2.1710 Epoch 1/1... Discriminator Loss: 0.8265... Generator Loss: 1.4129 Epoch 1/1... Discriminator Loss: 0.7670... Generator Loss: 0.7913 Epoch 1/1... Discriminator Loss: 0.9014... Generator Loss: 0.6958 Epoch 1/1... Discriminator Loss: 1.4707... Generator Loss: 0.4021 Epoch 1/1... Discriminator Loss: 1.2367... Generator Loss: 0.7179 Epoch 1/1... Discriminator Loss: 1.7077... Generator Loss: 0.6939 Epoch 1/1... Discriminator Loss: 0.8875... Generator Loss: 1.2378 Epoch 1/1... Discriminator Loss: 1.1802... Generator Loss: 0.7774 Epoch 1/1... Discriminator Loss: 1.4083... Generator Loss: 0.4687 Epoch 1/1... Discriminator Loss: 1.1992... Generator Loss: 1.4411 Epoch 1/1... Discriminator Loss: 1.1757... Generator Loss: 0.5326 Epoch 1/1... Discriminator Loss: 1.5611... Generator Loss: 0.3156 Epoch 1/1... Discriminator Loss: 1.4228... Generator Loss: 0.9790
Epoch 1/1... Discriminator Loss: 1.2203... Generator Loss: 0.8711 Epoch 1/1... Discriminator Loss: 1.4198... Generator Loss: 0.6682 Epoch 1/1... Discriminator Loss: 0.9540... Generator Loss: 0.9552 Epoch 1/1... Discriminator Loss: 1.1741... Generator Loss: 0.5397 Epoch 1/1... Discriminator Loss: 1.3395... Generator Loss: 0.5339 Epoch 1/1... Discriminator Loss: 1.3562... Generator Loss: 0.8188 Epoch 1/1... Discriminator Loss: 1.4179... Generator Loss: 0.5506 Epoch 1/1... Discriminator Loss: 0.9863... Generator Loss: 1.3643 Epoch 1/1... Discriminator Loss: 1.4512... Generator Loss: 0.3865 Epoch 1/1... Discriminator Loss: 1.4707... Generator Loss: 0.6051 Epoch 1/1... Discriminator Loss: 1.5742... Generator Loss: 1.2943 Epoch 1/1... Discriminator Loss: 1.0637... Generator Loss: 0.5861 Epoch 1/1... Discriminator Loss: 1.3428... Generator Loss: 0.5436 Epoch 1/1... Discriminator Loss: 1.1637... Generator Loss: 1.0275 Epoch 1/1... Discriminator Loss: 1.3316... Generator Loss: 0.9947 Epoch 1/1... Discriminator Loss: 1.3713... Generator Loss: 0.7498 Epoch 1/1... Discriminator Loss: 1.2575... Generator Loss: 0.6912 Epoch 1/1... Discriminator Loss: 1.3863... Generator Loss: 0.7189 Epoch 1/1... Discriminator Loss: 1.3153... Generator Loss: 0.9364 Epoch 1/1... Discriminator Loss: 1.4069... Generator Loss: 0.4299
Epoch 1/1... Discriminator Loss: 1.2874... Generator Loss: 0.6955 Epoch 1/1... Discriminator Loss: 1.2222... Generator Loss: 0.9487 Epoch 1/1... Discriminator Loss: 1.3026... Generator Loss: 0.9947 Epoch 1/1... Discriminator Loss: 1.4725... Generator Loss: 0.8285 Epoch 1/1... Discriminator Loss: 1.1499... Generator Loss: 0.7505 Epoch 1/1... Discriminator Loss: 1.4729... Generator Loss: 0.5136 Epoch 1/1... Discriminator Loss: 1.2032... Generator Loss: 0.7079 Epoch 1/1... Discriminator Loss: 1.4472... Generator Loss: 0.6279 Epoch 1/1... Discriminator Loss: 1.3654... Generator Loss: 0.9144 Epoch 1/1... Discriminator Loss: 1.2930... Generator Loss: 0.4736 Epoch 1/1... Discriminator Loss: 1.3441... Generator Loss: 0.5364 Epoch 1/1... Discriminator Loss: 1.5103... Generator Loss: 0.5871 Epoch 1/1... Discriminator Loss: 1.3647... Generator Loss: 0.9705 Epoch 1/1... Discriminator Loss: 1.1928... Generator Loss: 0.8276 Epoch 1/1... Discriminator Loss: 1.2448... Generator Loss: 0.5283 Epoch 1/1... Discriminator Loss: 1.0601... Generator Loss: 1.1680 Epoch 1/1... Discriminator Loss: 1.3806... Generator Loss: 0.3990 Epoch 1/1... Discriminator Loss: 1.2929... Generator Loss: 0.5581 Epoch 1/1... Discriminator Loss: 1.0536... Generator Loss: 1.4303 Epoch 1/1... Discriminator Loss: 0.9297... Generator Loss: 0.8233
Epoch 1/1... Discriminator Loss: 1.2503... Generator Loss: 0.7014 Epoch 1/1... Discriminator Loss: 1.2570... Generator Loss: 0.5009 Epoch 1/1... Discriminator Loss: 1.3248... Generator Loss: 0.6838 Epoch 1/1... Discriminator Loss: 1.2384... Generator Loss: 1.2533 Epoch 1/1... Discriminator Loss: 1.3336... Generator Loss: 0.5651 Epoch 1/1... Discriminator Loss: 1.3677... Generator Loss: 0.3949 Epoch 1/1... Discriminator Loss: 1.4152... Generator Loss: 0.9409 Epoch 1/1... Discriminator Loss: 1.3570... Generator Loss: 1.2803 Epoch 1/1... Discriminator Loss: 1.1149... Generator Loss: 1.1343 Epoch 1/1... Discriminator Loss: 1.0168... Generator Loss: 0.8617 Epoch 1/1... Discriminator Loss: 1.3180... Generator Loss: 0.4059 Epoch 1/1... Discriminator Loss: 1.3138... Generator Loss: 0.8988 Epoch 1/1... Discriminator Loss: 1.1043... Generator Loss: 1.2859 Epoch 1/1... Discriminator Loss: 1.4945... Generator Loss: 0.3350 Epoch 1/1... Discriminator Loss: 1.5744... Generator Loss: 0.5082 Epoch 1/1... Discriminator Loss: 1.2883... Generator Loss: 0.9446 Epoch 1/1... Discriminator Loss: 1.2457... Generator Loss: 1.4585 Epoch 1/1... Discriminator Loss: 1.0605... Generator Loss: 0.7526 Epoch 1/1... Discriminator Loss: 1.5984... Generator Loss: 0.3106 Epoch 1/1... Discriminator Loss: 1.1069... Generator Loss: 0.9913
Epoch 1/1... Discriminator Loss: 1.0024... Generator Loss: 1.0221 Epoch 1/1... Discriminator Loss: 1.2539... Generator Loss: 0.7565 Epoch 1/1... Discriminator Loss: 1.3686... Generator Loss: 0.6185 Epoch 1/1... Discriminator Loss: 1.2805... Generator Loss: 1.0432 Epoch 1/1... Discriminator Loss: 1.2624... Generator Loss: 0.6378 Epoch 1/1... Discriminator Loss: 1.3892... Generator Loss: 0.8322 Epoch 1/1... Discriminator Loss: 1.2087... Generator Loss: 0.6996 Epoch 1/1... Discriminator Loss: 1.1527... Generator Loss: 0.5507 Epoch 1/1... Discriminator Loss: 1.3199... Generator Loss: 0.9337 Epoch 1/1... Discriminator Loss: 1.3007... Generator Loss: 1.0133 Epoch 1/1... Discriminator Loss: 1.2042... Generator Loss: 0.5648 Epoch 1/1... Discriminator Loss: 1.3599... Generator Loss: 0.9038 Epoch 1/1... Discriminator Loss: 1.1374... Generator Loss: 0.8241 Epoch 1/1... Discriminator Loss: 1.1437... Generator Loss: 0.5621 Epoch 1/1... Discriminator Loss: 1.2661... Generator Loss: 1.0187 Epoch 1/1... Discriminator Loss: 1.2389... Generator Loss: 0.5073 Epoch 1/1... Discriminator Loss: 1.4230... Generator Loss: 0.5478 Epoch 1/1... Discriminator Loss: 1.2252... Generator Loss: 0.6603 Epoch 1/1... Discriminator Loss: 1.3425... Generator Loss: 0.7254 Epoch 1/1... Discriminator Loss: 1.3945... Generator Loss: 0.4762
Epoch 1/1... Discriminator Loss: 1.3224... Generator Loss: 1.3264 Epoch 1/1... Discriminator Loss: 1.2114... Generator Loss: 0.5590 Epoch 1/1... Discriminator Loss: 1.4715... Generator Loss: 0.5563 Epoch 1/1... Discriminator Loss: 1.2789... Generator Loss: 0.8260 Epoch 1/1... Discriminator Loss: 1.1388... Generator Loss: 0.6512 Epoch 1/1... Discriminator Loss: 1.1110... Generator Loss: 0.7473 Epoch 1/1... Discriminator Loss: 1.0234... Generator Loss: 1.2020 Epoch 1/1... Discriminator Loss: 1.2329... Generator Loss: 0.7959 Epoch 1/1... Discriminator Loss: 1.2205... Generator Loss: 0.5678 Epoch 1/1... Discriminator Loss: 1.1065... Generator Loss: 1.1837 Epoch 1/1... Discriminator Loss: 1.3933... Generator Loss: 0.4062 Epoch 1/1... Discriminator Loss: 1.1976... Generator Loss: 0.6681 Epoch 1/1... Discriminator Loss: 1.3887... Generator Loss: 1.8927 Epoch 1/1... Discriminator Loss: 0.9870... Generator Loss: 1.0120 Epoch 1/1... Discriminator Loss: 1.3508... Generator Loss: 0.4373 Epoch 1/1... Discriminator Loss: 1.1460... Generator Loss: 0.8994 Epoch 1/1... Discriminator Loss: 1.1169... Generator Loss: 0.8849 Epoch 1/1... Discriminator Loss: 1.3422... Generator Loss: 0.8402 Epoch 1/1... Discriminator Loss: 1.1998... Generator Loss: 0.6110 Epoch 1/1... Discriminator Loss: 1.1447... Generator Loss: 0.9875
Epoch 1/1... Discriminator Loss: 1.5031... Generator Loss: 0.3893 Epoch 1/1... Discriminator Loss: 1.4131... Generator Loss: 0.6810 Epoch 1/1... Discriminator Loss: 1.3028... Generator Loss: 1.2926 Epoch 1/1... Discriminator Loss: 1.0483... Generator Loss: 0.5444 Epoch 1/1... Discriminator Loss: 1.2301... Generator Loss: 0.6205 Epoch 1/1... Discriminator Loss: 1.4459... Generator Loss: 1.2421 Epoch 1/1... Discriminator Loss: 1.1644... Generator Loss: 0.6199 Epoch 1/1... Discriminator Loss: 1.2532... Generator Loss: 0.8007 Epoch 1/1... Discriminator Loss: 1.1297... Generator Loss: 0.6601 Epoch 1/1... Discriminator Loss: 1.4131... Generator Loss: 0.6850 Epoch 1/1... Discriminator Loss: 1.1057... Generator Loss: 0.8633 Epoch 1/1... Discriminator Loss: 1.2952... Generator Loss: 0.9776 Epoch 1/1... Discriminator Loss: 1.3471... Generator Loss: 0.6298 Epoch 1/1... Discriminator Loss: 1.2021... Generator Loss: 0.5716 Epoch 1/1... Discriminator Loss: 1.4037... Generator Loss: 0.8611 Epoch 1/1... Discriminator Loss: 1.1517... Generator Loss: 0.6375 Epoch 1/1... Discriminator Loss: 1.2713... Generator Loss: 0.6990 Epoch 1/1... Discriminator Loss: 0.9546... Generator Loss: 0.7144 Epoch 1/1... Discriminator Loss: 0.8657... Generator Loss: 1.0979 Epoch 1/1... Discriminator Loss: 1.5644... Generator Loss: 0.4064
Epoch 1/1... Discriminator Loss: 1.2681... Generator Loss: 1.2886 Epoch 1/1... Discriminator Loss: 1.2904... Generator Loss: 0.6863 Epoch 1/1... Discriminator Loss: 1.2632... Generator Loss: 0.8982 Epoch 1/1... Discriminator Loss: 1.0832... Generator Loss: 0.5332 Epoch 1/1... Discriminator Loss: 1.1533... Generator Loss: 0.7329 Epoch 1/1... Discriminator Loss: 1.4353... Generator Loss: 0.7946 Epoch 1/1... Discriminator Loss: 1.6313... Generator Loss: 0.3516 Epoch 1/1... Discriminator Loss: 1.3231... Generator Loss: 1.2056 Epoch 1/1... Discriminator Loss: 1.8928... Generator Loss: 0.2099 Epoch 1/1... Discriminator Loss: 1.6590... Generator Loss: 0.4068 Epoch 1/1... Discriminator Loss: 2.6876... Generator Loss: 2.3292 Epoch 1/1... Discriminator Loss: 1.4883... Generator Loss: 0.7297 Epoch 1/1... Discriminator Loss: 1.4837... Generator Loss: 0.3727 Epoch 1/1... Discriminator Loss: 1.1264... Generator Loss: 0.8377 Epoch 1/1... Discriminator Loss: 1.1154... Generator Loss: 1.1637 Epoch 1/1... Discriminator Loss: 1.1482... Generator Loss: 0.6994 Epoch 1/1... Discriminator Loss: 1.1655... Generator Loss: 0.6711 Epoch 1/1... Discriminator Loss: 1.1625... Generator Loss: 0.5633 Epoch 1/1... Discriminator Loss: 1.1128... Generator Loss: 0.6374 Epoch 1/1... Discriminator Loss: 1.3511... Generator Loss: 0.7978
Epoch 1/1... Discriminator Loss: 1.5579... Generator Loss: 1.2558 Epoch 1/1... Discriminator Loss: 1.3657... Generator Loss: 0.8922 Epoch 1/1... Discriminator Loss: 1.1861... Generator Loss: 0.6483 Epoch 1/1... Discriminator Loss: 1.3788... Generator Loss: 0.5340 Epoch 1/1... Discriminator Loss: 1.2177... Generator Loss: 0.8255 Epoch 1/1... Discriminator Loss: 1.4987... Generator Loss: 0.8725 Epoch 1/1... Discriminator Loss: 1.2285... Generator Loss: 0.5506 Epoch 1/1... Discriminator Loss: 1.1926... Generator Loss: 0.7788 Epoch 1/1... Discriminator Loss: 1.2831... Generator Loss: 0.7871 Epoch 1/1... Discriminator Loss: 1.2129... Generator Loss: 0.6723 Epoch 1/1... Discriminator Loss: 1.1163... Generator Loss: 0.6728 Epoch 1/1... Discriminator Loss: 1.2691... Generator Loss: 0.7208 Epoch 1/1... Discriminator Loss: 1.2630... Generator Loss: 0.7326 Epoch 1/1... Discriminator Loss: 1.3705... Generator Loss: 0.6775 Epoch 1/1... Discriminator Loss: 1.4739... Generator Loss: 0.3704 Epoch 1/1... Discriminator Loss: 1.1924... Generator Loss: 1.4881 Epoch 1/1... Discriminator Loss: 1.3848... Generator Loss: 0.6794 Epoch 1/1... Discriminator Loss: 1.0929... Generator Loss: 0.9973 Epoch 1/1... Discriminator Loss: 0.9990... Generator Loss: 0.6336 Epoch 1/1... Discriminator Loss: 1.0524... Generator Loss: 0.7330
Epoch 1/1... Discriminator Loss: 1.1213... Generator Loss: 1.2535 Epoch 1/1... Discriminator Loss: 1.3214... Generator Loss: 0.6255 Epoch 1/1... Discriminator Loss: 1.2466... Generator Loss: 0.6117 Epoch 1/1... Discriminator Loss: 1.3490... Generator Loss: 1.0245 Epoch 1/1... Discriminator Loss: 1.4374... Generator Loss: 0.3198 Epoch 1/1... Discriminator Loss: 1.3517... Generator Loss: 1.0472 Epoch 1/1... Discriminator Loss: 1.3956... Generator Loss: 1.1041 Epoch 1/1... Discriminator Loss: 1.6743... Generator Loss: 0.3178 Epoch 1/1... Discriminator Loss: 1.4828... Generator Loss: 1.1426 Epoch 1/1... Discriminator Loss: 1.2441... Generator Loss: 0.9327 Epoch 1/1... Discriminator Loss: 1.2999... Generator Loss: 0.4050 Epoch 1/1... Discriminator Loss: 1.1419... Generator Loss: 0.5889 Epoch 1/1... Discriminator Loss: 1.1819... Generator Loss: 1.0250 Epoch 1/1... Discriminator Loss: 1.3522... Generator Loss: 0.5470 Epoch 1/1... Discriminator Loss: 1.6419... Generator Loss: 0.5499 Epoch 1/1... Discriminator Loss: 1.4400... Generator Loss: 0.8672 Epoch 1/1... Discriminator Loss: 1.3683... Generator Loss: 0.4095 Epoch 1/1... Discriminator Loss: 1.2911... Generator Loss: 0.7279 Epoch 1/1... Discriminator Loss: 1.2005... Generator Loss: 0.8803 Epoch 1/1... Discriminator Loss: 1.1072... Generator Loss: 0.7260
Epoch 1/1... Discriminator Loss: 0.9906... Generator Loss: 0.7664 Epoch 1/1... Discriminator Loss: 1.3604... Generator Loss: 0.9136 Epoch 1/1... Discriminator Loss: 1.9184... Generator Loss: 0.2325 Epoch 1/1... Discriminator Loss: 1.6515... Generator Loss: 1.5844 Epoch 1/1... Discriminator Loss: 1.0951... Generator Loss: 0.8883 Epoch 1/1... Discriminator Loss: 1.2127... Generator Loss: 0.5957 Epoch 1/1... Discriminator Loss: 1.2302... Generator Loss: 0.6953 Epoch 1/1... Discriminator Loss: 1.0994... Generator Loss: 0.8579 Epoch 1/1... Discriminator Loss: 1.1363... Generator Loss: 0.6939 Epoch 1/1... Discriminator Loss: 1.1675... Generator Loss: 0.5771 Epoch 1/1... Discriminator Loss: 1.5601... Generator Loss: 1.3104 Epoch 1/1... Discriminator Loss: 1.4975... Generator Loss: 0.7921 Epoch 1/1... Discriminator Loss: 1.4280... Generator Loss: 0.5501 Epoch 1/1... Discriminator Loss: 1.2861... Generator Loss: 0.4807 Epoch 1/1... Discriminator Loss: 1.3395... Generator Loss: 0.6238 Epoch 1/1... Discriminator Loss: 1.1173... Generator Loss: 0.8829 Epoch 1/1... Discriminator Loss: 1.1025... Generator Loss: 0.7287 Epoch 1/1... Discriminator Loss: 1.0545... Generator Loss: 0.6546 Epoch 1/1... Discriminator Loss: 1.2816... Generator Loss: 1.1035 Epoch 1/1... Discriminator Loss: 1.3129... Generator Loss: 0.5052
Epoch 1/1... Discriminator Loss: 1.7698... Generator Loss: 0.2882 Epoch 1/1... Discriminator Loss: 1.3144... Generator Loss: 1.2489 Epoch 1/1... Discriminator Loss: 1.3734... Generator Loss: 0.8676 Epoch 1/1... Discriminator Loss: 1.3822... Generator Loss: 0.6197 Epoch 1/1... Discriminator Loss: 1.3259... Generator Loss: 0.8105 Epoch 1/1... Discriminator Loss: 1.3314... Generator Loss: 0.8003 Epoch 1/1... Discriminator Loss: 1.2702... Generator Loss: 0.8450 Epoch 1/1... Discriminator Loss: 1.2425... Generator Loss: 0.5537 Epoch 1/1... Discriminator Loss: 1.1836... Generator Loss: 0.5680 Epoch 1/1... Discriminator Loss: 1.2753... Generator Loss: 0.8068 Epoch 1/1... Discriminator Loss: 1.0656... Generator Loss: 0.6638 Epoch 1/1... Discriminator Loss: 1.3570... Generator Loss: 0.9677 Epoch 1/1... Discriminator Loss: 1.3479... Generator Loss: 0.5628 Epoch 1/1... Discriminator Loss: 1.3023... Generator Loss: 0.7787 Epoch 1/1... Discriminator Loss: 1.2569... Generator Loss: 0.5652 Epoch 1/1... Discriminator Loss: 1.2590... Generator Loss: 0.8269 Epoch 1/1... Discriminator Loss: 1.2651... Generator Loss: 0.7453 Epoch 1/1... Discriminator Loss: 1.3031... Generator Loss: 0.6122 Epoch 1/1... Discriminator Loss: 1.3193... Generator Loss: 0.6251 Epoch 1/1... Discriminator Loss: 1.2064... Generator Loss: 0.6770
Epoch 1/1... Discriminator Loss: 0.9006... Generator Loss: 0.6743 Epoch 1/1... Discriminator Loss: 1.5939... Generator Loss: 0.3452 Epoch 1/1... Discriminator Loss: 1.2195... Generator Loss: 0.8036 Epoch 1/1... Discriminator Loss: 1.6612... Generator Loss: 0.4211 Epoch 1/1... Discriminator Loss: 1.6439... Generator Loss: 1.5964 Epoch 1/1... Discriminator Loss: 1.7858... Generator Loss: 0.3802 Epoch 1/1... Discriminator Loss: 1.3487... Generator Loss: 1.3682 Epoch 1/1... Discriminator Loss: 1.4358... Generator Loss: 0.4601 Epoch 1/1... Discriminator Loss: 1.2479... Generator Loss: 0.9802 Epoch 1/1... Discriminator Loss: 1.2555... Generator Loss: 0.7435 Epoch 1/1... Discriminator Loss: 1.1607... Generator Loss: 0.7002 Epoch 1/1... Discriminator Loss: 1.2683... Generator Loss: 0.8756 Epoch 1/1... Discriminator Loss: 1.1669... Generator Loss: 0.6428 Epoch 1/1... Discriminator Loss: 1.2337... Generator Loss: 1.0481 Epoch 1/1... Discriminator Loss: 1.0617... Generator Loss: 0.7035 Epoch 1/1... Discriminator Loss: 1.2453... Generator Loss: 0.7798 Epoch 1/1... Discriminator Loss: 1.1241... Generator Loss: 0.8136 Epoch 1/1... Discriminator Loss: 1.1850... Generator Loss: 0.6962 Epoch 1/1... Discriminator Loss: 1.1412... Generator Loss: 0.6507 Epoch 1/1... Discriminator Loss: 1.2001... Generator Loss: 0.9694
Epoch 1/1... Discriminator Loss: 1.2019... Generator Loss: 0.6207 Epoch 1/1... Discriminator Loss: 1.1472... Generator Loss: 0.6109 Epoch 1/1... Discriminator Loss: 1.2343... Generator Loss: 1.1443 Epoch 1/1... Discriminator Loss: 0.8093... Generator Loss: 0.7541 Epoch 1/1... Discriminator Loss: 1.4254... Generator Loss: 0.5067 Epoch 1/1... Discriminator Loss: 1.4940... Generator Loss: 1.3500 Epoch 1/1... Discriminator Loss: 1.5628... Generator Loss: 0.3257 Epoch 1/1... Discriminator Loss: 1.3777... Generator Loss: 0.5214 Epoch 1/1... Discriminator Loss: 1.1477... Generator Loss: 0.9428 Epoch 1/1... Discriminator Loss: 1.4530... Generator Loss: 0.8126 Epoch 1/1... Discriminator Loss: 1.4304... Generator Loss: 0.7727 Epoch 1/1... Discriminator Loss: 1.4438... Generator Loss: 0.3806 Epoch 1/1... Discriminator Loss: 1.4036... Generator Loss: 0.6629 Epoch 1/1... Discriminator Loss: 1.3579... Generator Loss: 1.1119 Epoch 1/1... Discriminator Loss: 1.0785... Generator Loss: 0.7491 Epoch 1/1... Discriminator Loss: 1.0071... Generator Loss: 0.5858 Epoch 1/1... Discriminator Loss: 1.1376... Generator Loss: 0.6169 Epoch 1/1... Discriminator Loss: 1.1863... Generator Loss: 0.7305 Epoch 1/1... Discriminator Loss: 1.2067... Generator Loss: 0.6011 Epoch 1/1... Discriminator Loss: 1.2597... Generator Loss: 0.5323
Epoch 1/1... Discriminator Loss: 1.2979... Generator Loss: 1.0362 Epoch 1/1... Discriminator Loss: 1.3152... Generator Loss: 0.9872 Epoch 1/1... Discriminator Loss: 1.3442... Generator Loss: 0.5462 Epoch 1/1... Discriminator Loss: 1.2834... Generator Loss: 0.4621 Epoch 1/1... Discriminator Loss: 1.8189... Generator Loss: 1.7748 Epoch 1/1... Discriminator Loss: 1.3203... Generator Loss: 0.5524 Epoch 1/1... Discriminator Loss: 1.5559... Generator Loss: 0.3828 Epoch 1/1... Discriminator Loss: 1.5751... Generator Loss: 1.1293 Epoch 1/1... Discriminator Loss: 1.2694... Generator Loss: 0.7939 Epoch 1/1... Discriminator Loss: 1.5874... Generator Loss: 0.3750 Epoch 1/1... Discriminator Loss: 1.2626... Generator Loss: 0.6532 Epoch 1/1... Discriminator Loss: 1.2371... Generator Loss: 1.0770 Epoch 1/1... Discriminator Loss: 1.1392... Generator Loss: 0.8080 Epoch 1/1... Discriminator Loss: 1.1988... Generator Loss: 0.5204 Epoch 1/1... Discriminator Loss: 1.4639... Generator Loss: 0.6588 Epoch 1/1... Discriminator Loss: 1.3240... Generator Loss: 0.9844 Epoch 1/1... Discriminator Loss: 1.0677... Generator Loss: 0.6034 Epoch 1/1... Discriminator Loss: 1.2645... Generator Loss: 1.0749 Epoch 1/1... Discriminator Loss: 1.2821... Generator Loss: 0.8847 Epoch 1/1... Discriminator Loss: 1.2071... Generator Loss: 0.6077
Epoch 1/1... Discriminator Loss: 1.3631... Generator Loss: 0.7269 Epoch 1/1... Discriminator Loss: 1.3418... Generator Loss: 0.8231 Epoch 1/1... Discriminator Loss: 1.2163... Generator Loss: 0.6099 Epoch 1/1... Discriminator Loss: 1.1269... Generator Loss: 0.6441 Epoch 1/1... Discriminator Loss: 1.2111... Generator Loss: 0.7586 Epoch 1/1... Discriminator Loss: 1.3815... Generator Loss: 0.8073 Epoch 1/1... Discriminator Loss: 1.1193... Generator Loss: 0.7571 Epoch 1/1... Discriminator Loss: 1.0200... Generator Loss: 0.5973 Epoch 1/1... Discriminator Loss: 1.1535... Generator Loss: 0.8732 Epoch 1/1... Discriminator Loss: 1.2875... Generator Loss: 0.8511 Epoch 1/1... Discriminator Loss: 1.2581... Generator Loss: 0.8068 Epoch 1/1... Discriminator Loss: 1.2202... Generator Loss: 0.7580 Epoch 1/1... Discriminator Loss: 1.0772... Generator Loss: 0.7588 Epoch 1/1... Discriminator Loss: 1.2080... Generator Loss: 1.2514 Epoch 1/1... Discriminator Loss: 1.2109... Generator Loss: 0.6803 Epoch 1/1... Discriminator Loss: 1.4197... Generator Loss: 0.4634 Epoch 1/1... Discriminator Loss: 1.3105... Generator Loss: 1.3815 Epoch 1/1... Discriminator Loss: 1.2561... Generator Loss: 0.5536 Epoch 1/1... Discriminator Loss: 1.2926... Generator Loss: 0.6154 Epoch 1/1... Discriminator Loss: 1.2131... Generator Loss: 0.8849
Epoch 1/1... Discriminator Loss: 1.2757... Generator Loss: 0.7139 Epoch 1/1... Discriminator Loss: 1.2956... Generator Loss: 0.6435 Epoch 1/1... Discriminator Loss: 1.2499... Generator Loss: 0.8202 Epoch 1/1... Discriminator Loss: 1.2655... Generator Loss: 0.6432 Epoch 1/1... Discriminator Loss: 1.2042... Generator Loss: 0.9060 Epoch 1/1... Discriminator Loss: 1.2119... Generator Loss: 0.5727 Epoch 1/1... Discriminator Loss: 1.3275... Generator Loss: 0.5837 Epoch 1/1... Discriminator Loss: 1.1522... Generator Loss: 0.7162 Epoch 1/1... Discriminator Loss: 1.5015... Generator Loss: 0.8179 Epoch 1/1... Discriminator Loss: 1.4378... Generator Loss: 0.7075 Epoch 1/1... Discriminator Loss: 1.5004... Generator Loss: 0.3609 Epoch 1/1... Discriminator Loss: 1.3368... Generator Loss: 1.0449 Epoch 1/1... Discriminator Loss: 1.1664... Generator Loss: 0.7251 Epoch 1/1... Discriminator Loss: 1.3625... Generator Loss: 0.5385 Epoch 1/1... Discriminator Loss: 0.9085... Generator Loss: 0.6698 Epoch 1/1... Discriminator Loss: 1.0796... Generator Loss: 0.6525 Epoch 1/1... Discriminator Loss: 1.1745... Generator Loss: 1.2329 Epoch 1/1... Discriminator Loss: 1.4282... Generator Loss: 0.5913 Epoch 1/1... Discriminator Loss: 1.6501... Generator Loss: 0.4823 Epoch 1/1... Discriminator Loss: 1.5563... Generator Loss: 1.1694
Epoch 1/1... Discriminator Loss: 1.7091... Generator Loss: 0.4466 Epoch 1/1... Discriminator Loss: 1.3941... Generator Loss: 0.6313 Epoch 1/1... Discriminator Loss: 1.3112... Generator Loss: 0.9594 Epoch 1/1... Discriminator Loss: 1.4142... Generator Loss: 0.6400 Epoch 1/1... Discriminator Loss: 1.2782... Generator Loss: 0.6859 Epoch 1/1... Discriminator Loss: 1.1519... Generator Loss: 0.6046 Epoch 1/1... Discriminator Loss: 1.1734... Generator Loss: 1.0427 Epoch 1/1... Discriminator Loss: 1.1328... Generator Loss: 0.6955 Epoch 1/1... Discriminator Loss: 1.1253... Generator Loss: 0.5661 Epoch 1/1... Discriminator Loss: 1.1737... Generator Loss: 0.9783 Epoch 1/1... Discriminator Loss: 1.1118... Generator Loss: 0.6605 Epoch 1/1... Discriminator Loss: 1.2190... Generator Loss: 0.7080 Epoch 1/1... Discriminator Loss: 1.2336... Generator Loss: 0.8734 Epoch 1/1... Discriminator Loss: 1.0004... Generator Loss: 1.0671 Epoch 1/1... Discriminator Loss: 1.2607... Generator Loss: 0.5488 Epoch 1/1... Discriminator Loss: 1.3237... Generator Loss: 0.6609 Epoch 1/1... Discriminator Loss: 1.1019... Generator Loss: 0.6834 Epoch 1/1... Discriminator Loss: 1.3865... Generator Loss: 1.0106 Epoch 1/1... Discriminator Loss: 1.4514... Generator Loss: 0.3815 Epoch 1/1... Discriminator Loss: 1.1186... Generator Loss: 0.6790
Epoch 1/1... Discriminator Loss: 1.0082... Generator Loss: 0.7982 Epoch 1/1... Discriminator Loss: 1.5740... Generator Loss: 0.3626 Epoch 1/1... Discriminator Loss: 2.0792... Generator Loss: 1.7114 Epoch 1/1... Discriminator Loss: 1.4685... Generator Loss: 0.4952 Epoch 1/1... Discriminator Loss: 1.8398... Generator Loss: 0.2930 Epoch 1/1... Discriminator Loss: 1.6105... Generator Loss: 1.4913 Epoch 1/1... Discriminator Loss: 1.3243... Generator Loss: 0.5277 Epoch 1/1... Discriminator Loss: 1.4182... Generator Loss: 0.5545 Epoch 1/1... Discriminator Loss: 1.4290... Generator Loss: 0.7160 Epoch 1/1... Discriminator Loss: 1.4700... Generator Loss: 0.7227 Epoch 1/1... Discriminator Loss: 1.3367... Generator Loss: 0.5923 Epoch 1/1... Discriminator Loss: 1.2141... Generator Loss: 0.8372 Epoch 1/1... Discriminator Loss: 1.4207... Generator Loss: 0.7826 Epoch 1/1... Discriminator Loss: 1.3446... Generator Loss: 0.5496 Epoch 1/1... Discriminator Loss: 1.2877... Generator Loss: 0.6716 Epoch 1/1... Discriminator Loss: 1.0874... Generator Loss: 0.7589 Epoch 1/1... Discriminator Loss: 1.3182... Generator Loss: 0.7658 Epoch 1/1... Discriminator Loss: 1.0840... Generator Loss: 0.6972 Epoch 1/1... Discriminator Loss: 1.1782... Generator Loss: 0.8693 Epoch 1/1... Discriminator Loss: 1.5413... Generator Loss: 0.3774
Epoch 1/1... Discriminator Loss: 1.3277... Generator Loss: 0.9023 Epoch 1/1... Discriminator Loss: 1.3609... Generator Loss: 0.8418 Epoch 1/1... Discriminator Loss: 1.6456... Generator Loss: 0.3247 Epoch 1/1... Discriminator Loss: 1.5556... Generator Loss: 1.3643 Epoch 1/1... Discriminator Loss: 1.3778... Generator Loss: 1.0032 Epoch 1/1... Discriminator Loss: 1.5481... Generator Loss: 0.3702 Epoch 1/1... Discriminator Loss: 1.2191... Generator Loss: 0.9778 Epoch 1/1... Discriminator Loss: 1.2253... Generator Loss: 0.7349 Epoch 1/1... Discriminator Loss: 1.1814... Generator Loss: 0.5090 Epoch 1/1... Discriminator Loss: 1.2375... Generator Loss: 1.3093 Epoch 1/1... Discriminator Loss: 0.8703... Generator Loss: 0.8380 Epoch 1/1... Discriminator Loss: 1.2727... Generator Loss: 0.6831 Epoch 1/1... Discriminator Loss: 1.0069... Generator Loss: 0.8433 Epoch 1/1... Discriminator Loss: 0.8293... Generator Loss: 0.8602 Epoch 1/1... Discriminator Loss: 1.2065... Generator Loss: 1.1626 Epoch 1/1... Discriminator Loss: 1.4772... Generator Loss: 0.4724 Epoch 1/1... Discriminator Loss: 1.3190... Generator Loss: 0.9298 Epoch 1/1... Discriminator Loss: 1.3598... Generator Loss: 0.4864 Epoch 1/1... Discriminator Loss: 1.2928... Generator Loss: 0.7647 Epoch 1/1... Discriminator Loss: 1.3000... Generator Loss: 0.9306
Epoch 1/1... Discriminator Loss: 1.2674... Generator Loss: 0.4948 Epoch 1/1... Discriminator Loss: 1.4063... Generator Loss: 0.6047 Epoch 1/1... Discriminator Loss: 1.1877... Generator Loss: 0.7174 Epoch 1/1... Discriminator Loss: 1.2124... Generator Loss: 0.8111 Epoch 1/1... Discriminator Loss: 1.2292... Generator Loss: 0.8055 Epoch 1/1... Discriminator Loss: 1.1778... Generator Loss: 0.5540 Epoch 1/1... Discriminator Loss: 1.4886... Generator Loss: 1.2277 Epoch 1/1... Discriminator Loss: 1.3650... Generator Loss: 0.4379 Epoch 1/1... Discriminator Loss: 1.2879... Generator Loss: 0.4795 Epoch 1/1... Discriminator Loss: 1.2882... Generator Loss: 0.7582 Epoch 1/1... Discriminator Loss: 1.3244... Generator Loss: 0.5056 Epoch 1/1... Discriminator Loss: 1.5332... Generator Loss: 0.4480 Epoch 1/1... Discriminator Loss: 1.3687... Generator Loss: 0.9256 Epoch 1/1... Discriminator Loss: 1.5446... Generator Loss: 0.4699 Epoch 1/1... Discriminator Loss: 1.4212... Generator Loss: 0.6531 Epoch 1/1... Discriminator Loss: 1.3867... Generator Loss: 1.3610 Epoch 1/1... Discriminator Loss: 1.5328... Generator Loss: 0.3300 Epoch 1/1... Discriminator Loss: 1.3071... Generator Loss: 1.3075 Epoch 1/1... Discriminator Loss: 1.3507... Generator Loss: 0.5732 Epoch 1/1... Discriminator Loss: 1.1363... Generator Loss: 0.7432
Epoch 1/1... Discriminator Loss: 1.3267... Generator Loss: 0.7011 Epoch 1/1... Discriminator Loss: 1.2288... Generator Loss: 0.8054 Epoch 1/1... Discriminator Loss: 1.4436... Generator Loss: 0.4076 Epoch 1/1... Discriminator Loss: 1.3644... Generator Loss: 0.8757 Epoch 1/1... Discriminator Loss: 1.2834... Generator Loss: 0.8319 Epoch 1/1... Discriminator Loss: 1.0884... Generator Loss: 0.5923 Epoch 1/1... Discriminator Loss: 1.0620... Generator Loss: 0.7463 Epoch 1/1... Discriminator Loss: 1.1350... Generator Loss: 0.9368 Epoch 1/1... Discriminator Loss: 0.9833... Generator Loss: 0.6476 Epoch 1/1... Discriminator Loss: 1.1032... Generator Loss: 0.8464 Epoch 1/1... Discriminator Loss: 1.3326... Generator Loss: 1.0147 Epoch 1/1... Discriminator Loss: 1.7786... Generator Loss: 0.2787 Epoch 1/1... Discriminator Loss: 1.3374... Generator Loss: 1.1596 Epoch 1/1... Discriminator Loss: 1.3120... Generator Loss: 0.6960 Epoch 1/1... Discriminator Loss: 1.2475... Generator Loss: 0.7289 Epoch 1/1... Discriminator Loss: 1.3501... Generator Loss: 1.0970 Epoch 1/1... Discriminator Loss: 1.3861... Generator Loss: 0.9721 Epoch 1/1... Discriminator Loss: 1.5761... Generator Loss: 0.3127 Epoch 1/1... Discriminator Loss: 1.3514... Generator Loss: 0.5188 Epoch 1/1... Discriminator Loss: 1.6280... Generator Loss: 1.3522
Epoch 1/1... Discriminator Loss: 1.3012... Generator Loss: 0.9841 Epoch 1/1... Discriminator Loss: 1.3031... Generator Loss: 0.5512 Epoch 1/1... Discriminator Loss: 1.4134... Generator Loss: 0.6352 Epoch 1/1... Discriminator Loss: 1.3644... Generator Loss: 0.7655 Epoch 1/1... Discriminator Loss: 1.3115... Generator Loss: 0.8954 Epoch 1/1... Discriminator Loss: 1.3197... Generator Loss: 0.5802 Epoch 1/1... Discriminator Loss: 1.1824... Generator Loss: 0.6455 Epoch 1/1... Discriminator Loss: 1.0842... Generator Loss: 0.6590 Epoch 1/1... Discriminator Loss: 0.9921... Generator Loss: 0.6970 Epoch 1/1... Discriminator Loss: 1.2133... Generator Loss: 0.6522 Epoch 1/1... Discriminator Loss: 1.2419... Generator Loss: 0.7069 Epoch 1/1... Discriminator Loss: 0.9332... Generator Loss: 0.7669 Epoch 1/1... Discriminator Loss: 1.4384... Generator Loss: 0.7044 Epoch 1/1... Discriminator Loss: 1.7005... Generator Loss: 0.3481 Epoch 1/1... Discriminator Loss: 1.5210... Generator Loss: 0.8234 Epoch 1/1... Discriminator Loss: 1.6263... Generator Loss: 0.8372 Epoch 1/1... Discriminator Loss: 1.4330... Generator Loss: 0.4099 Epoch 1/1... Discriminator Loss: 1.2665... Generator Loss: 0.8729 Epoch 1/1... Discriminator Loss: 1.2594... Generator Loss: 0.8171 Epoch 1/1... Discriminator Loss: 1.2802... Generator Loss: 0.6270
Epoch 1/1... Discriminator Loss: 1.2529... Generator Loss: 0.8102 Epoch 1/1... Discriminator Loss: 1.2385... Generator Loss: 0.6874 Epoch 1/1... Discriminator Loss: 1.1167... Generator Loss: 0.7148 Epoch 1/1... Discriminator Loss: 1.3071... Generator Loss: 0.6306 Epoch 1/1... Discriminator Loss: 1.1487... Generator Loss: 0.7418 Epoch 1/1... Discriminator Loss: 1.5346... Generator Loss: 0.6023 Epoch 1/1... Discriminator Loss: 1.6405... Generator Loss: 0.2976 Epoch 1/1... Discriminator Loss: 1.5999... Generator Loss: 1.6173 Epoch 1/1... Discriminator Loss: 0.9656... Generator Loss: 0.6385 Epoch 1/1... Discriminator Loss: 1.5326... Generator Loss: 0.3581 Epoch 1/1... Discriminator Loss: 1.5259... Generator Loss: 1.2313 Epoch 1/1... Discriminator Loss: 1.5237... Generator Loss: 0.3964 Epoch 1/1... Discriminator Loss: 1.2730... Generator Loss: 0.5341 Epoch 1/1... Discriminator Loss: 1.3883... Generator Loss: 0.9439 Epoch 1/1... Discriminator Loss: 1.3309... Generator Loss: 0.5273 Epoch 1/1... Discriminator Loss: 1.1945... Generator Loss: 0.9636 Epoch 1/1... Discriminator Loss: 1.2284... Generator Loss: 0.6428 Epoch 1/1... Discriminator Loss: 1.1614... Generator Loss: 0.6037 Epoch 1/1... Discriminator Loss: 1.0436... Generator Loss: 0.8706 Epoch 1/1... Discriminator Loss: 1.3542... Generator Loss: 1.0309
Epoch 1/1... Discriminator Loss: 1.3139... Generator Loss: 0.4082 Epoch 1/1... Discriminator Loss: 1.2549... Generator Loss: 1.3866 Epoch 1/1... Discriminator Loss: 1.3677... Generator Loss: 0.7071 Epoch 1/1... Discriminator Loss: 1.2808... Generator Loss: 0.7185 Epoch 1/1... Discriminator Loss: 1.2763... Generator Loss: 0.8866 Epoch 1/1... Discriminator Loss: 1.3544... Generator Loss: 0.8787 Epoch 1/1... Discriminator Loss: 1.2856... Generator Loss: 0.6311 Epoch 1/1... Discriminator Loss: 1.1379... Generator Loss: 0.6148 Epoch 1/1... Discriminator Loss: 1.2387... Generator Loss: 0.6006 Epoch 1/1... Discriminator Loss: 1.2148... Generator Loss: 0.8752 Epoch 1/1... Discriminator Loss: 1.2205... Generator Loss: 0.5928 Epoch 1/1... Discriminator Loss: 1.2074... Generator Loss: 0.7145 Epoch 1/1... Discriminator Loss: 1.0121... Generator Loss: 0.7316 Epoch 1/1... Discriminator Loss: 0.9810... Generator Loss: 0.7509 Epoch 1/1... Discriminator Loss: 1.5008... Generator Loss: 1.2387 Epoch 1/1... Discriminator Loss: 1.3577... Generator Loss: 0.5209 Epoch 1/1... Discriminator Loss: 1.3585... Generator Loss: 0.4113 Epoch 1/1... Discriminator Loss: 1.3538... Generator Loss: 0.5501 Epoch 1/1... Discriminator Loss: 1.3217... Generator Loss: 0.8022 Epoch 1/1... Discriminator Loss: 1.9618... Generator Loss: 0.2936
Epoch 1/1... Discriminator Loss: 1.6872... Generator Loss: 1.6812 Epoch 1/1... Discriminator Loss: 1.4775... Generator Loss: 0.5515 Epoch 1/1... Discriminator Loss: 1.4020... Generator Loss: 0.6062 Epoch 1/1... Discriminator Loss: 1.2658... Generator Loss: 1.3282 Epoch 1/1... Discriminator Loss: 1.3115... Generator Loss: 0.7974 Epoch 1/1... Discriminator Loss: 1.2241... Generator Loss: 0.4777 Epoch 1/1... Discriminator Loss: 1.4595... Generator Loss: 0.8023 Epoch 1/1... Discriminator Loss: 1.0796... Generator Loss: 0.6358 Epoch 1/1... Discriminator Loss: 1.3443... Generator Loss: 0.7357 Epoch 1/1... Discriminator Loss: 1.2590... Generator Loss: 0.7432 Epoch 1/1... Discriminator Loss: 1.2002... Generator Loss: 0.8292 Epoch 1/1... Discriminator Loss: 1.2830... Generator Loss: 0.7778 Epoch 1/1... Discriminator Loss: 1.3428... Generator Loss: 0.6596 Epoch 1/1... Discriminator Loss: 1.1853... Generator Loss: 0.6504 Epoch 1/1... Discriminator Loss: 1.1707... Generator Loss: 0.7112 Epoch 1/1... Discriminator Loss: 1.2756... Generator Loss: 0.6484 Epoch 1/1... Discriminator Loss: 1.2582... Generator Loss: 0.9100 Epoch 1/1... Discriminator Loss: 1.2936... Generator Loss: 0.6766 Epoch 1/1... Discriminator Loss: 1.4301... Generator Loss: 0.6195 Epoch 1/1... Discriminator Loss: 1.3533... Generator Loss: 0.8918
Epoch 1/1... Discriminator Loss: 1.2624... Generator Loss: 0.6243 Epoch 1/1... Discriminator Loss: 1.4404... Generator Loss: 0.4311 Epoch 1/1... Discriminator Loss: 1.1048... Generator Loss: 0.8791 Epoch 1/1... Discriminator Loss: 1.1885... Generator Loss: 0.9388 Epoch 1/1... Discriminator Loss: 1.2661... Generator Loss: 0.5284 Epoch 1/1... Discriminator Loss: 1.0994... Generator Loss: 0.5682 Epoch 1/1... Discriminator Loss: 1.6465... Generator Loss: 1.4341 Epoch 1/1... Discriminator Loss: 1.3685... Generator Loss: 0.4873 Epoch 1/1... Discriminator Loss: 1.5591... Generator Loss: 0.4716 Epoch 1/1... Discriminator Loss: 1.5189... Generator Loss: 0.8037 Epoch 1/1... Discriminator Loss: 1.3616... Generator Loss: 0.5582 Epoch 1/1... Discriminator Loss: 1.2001... Generator Loss: 0.6097 Epoch 1/1... Discriminator Loss: 1.1718... Generator Loss: 0.6901 Epoch 1/1... Discriminator Loss: 1.3727... Generator Loss: 0.7489 Epoch 1/1... Discriminator Loss: 1.3199... Generator Loss: 0.8338 Epoch 1/1... Discriminator Loss: 1.3118... Generator Loss: 0.7470 Epoch 1/1... Discriminator Loss: 1.2163... Generator Loss: 0.8709 Epoch 1/1... Discriminator Loss: 1.2591... Generator Loss: 0.6442 Epoch 1/1... Discriminator Loss: 1.2438... Generator Loss: 0.5883 Epoch 1/1... Discriminator Loss: 1.4490... Generator Loss: 1.1427
Epoch 1/1... Discriminator Loss: 1.2869... Generator Loss: 0.4664 Epoch 1/1... Discriminator Loss: 1.2407... Generator Loss: 0.6969 Epoch 1/1... Discriminator Loss: 1.2379... Generator Loss: 0.8992 Epoch 1/1... Discriminator Loss: 1.2528... Generator Loss: 0.6639 Epoch 1/1... Discriminator Loss: 1.1940... Generator Loss: 0.6764 Epoch 1/1... Discriminator Loss: 1.3154... Generator Loss: 0.7195 Epoch 1/1... Discriminator Loss: 1.2834... Generator Loss: 0.7623 Epoch 1/1... Discriminator Loss: 1.6253... Generator Loss: 0.7920 Epoch 1/1... Discriminator Loss: 1.4564... Generator Loss: 0.4813 Epoch 1/1... Discriminator Loss: 1.3730... Generator Loss: 0.8330 Epoch 1/1... Discriminator Loss: 1.2502... Generator Loss: 0.8152 Epoch 1/1... Discriminator Loss: 1.2182... Generator Loss: 0.7888 Epoch 1/1... Discriminator Loss: 1.1560... Generator Loss: 0.8640 Epoch 1/1... Discriminator Loss: 1.1294... Generator Loss: 0.6062 Epoch 1/1... Discriminator Loss: 1.2961... Generator Loss: 0.6356 Epoch 1/1... Discriminator Loss: 1.1703... Generator Loss: 0.7603 Epoch 1/1... Discriminator Loss: 1.1698... Generator Loss: 0.7088 Epoch 1/1... Discriminator Loss: 1.2344... Generator Loss: 0.5206 Epoch 1/1... Discriminator Loss: 1.2745... Generator Loss: 1.1200 Epoch 1/1... Discriminator Loss: 1.3394... Generator Loss: 1.0494
Epoch 1/1... Discriminator Loss: 1.3635... Generator Loss: 0.5630 Epoch 1/1... Discriminator Loss: 1.4969... Generator Loss: 0.4740 Epoch 1/1... Discriminator Loss: 1.2397... Generator Loss: 0.7714 Epoch 1/1... Discriminator Loss: 1.3485... Generator Loss: 0.8448 Epoch 1/1... Discriminator Loss: 1.3920... Generator Loss: 0.7127 Epoch 1/1... Discriminator Loss: 1.1680... Generator Loss: 0.7190 Epoch 1/1... Discriminator Loss: 1.3944... Generator Loss: 0.5145 Epoch 1/1... Discriminator Loss: 1.2408... Generator Loss: 0.8224 Epoch 1/1... Discriminator Loss: 1.1637... Generator Loss: 0.6630 Epoch 1/1... Discriminator Loss: 1.3224... Generator Loss: 0.5273 Epoch 1/1... Discriminator Loss: 1.2277... Generator Loss: 0.8186 Epoch 1/1... Discriminator Loss: 1.1986... Generator Loss: 1.3712 Epoch 1/1... Discriminator Loss: 1.2822... Generator Loss: 0.5235 Epoch 1/1... Discriminator Loss: 1.2264... Generator Loss: 0.5434 Epoch 1/1... Discriminator Loss: 1.2587... Generator Loss: 1.2070 Epoch 1/1... Discriminator Loss: 1.7346... Generator Loss: 0.2809 Epoch 1/1... Discriminator Loss: 1.4042... Generator Loss: 0.8685 Epoch 1/1... Discriminator Loss: 1.4449... Generator Loss: 0.8455 Epoch 1/1... Discriminator Loss: 1.5267... Generator Loss: 0.4402 Epoch 1/1... Discriminator Loss: 1.4113... Generator Loss: 0.7287
Epoch 1/1... Discriminator Loss: 1.2260... Generator Loss: 0.7915 Epoch 1/1... Discriminator Loss: 1.4233... Generator Loss: 0.5535 Epoch 1/1... Discriminator Loss: 1.5734... Generator Loss: 1.4280 Epoch 1/1... Discriminator Loss: 1.4244... Generator Loss: 0.5998 Epoch 1/1... Discriminator Loss: 1.3886... Generator Loss: 0.4346 Epoch 1/1... Discriminator Loss: 1.2924... Generator Loss: 0.7982 Epoch 1/1... Discriminator Loss: 1.3069... Generator Loss: 0.9435 Epoch 1/1... Discriminator Loss: 1.2885... Generator Loss: 0.7785 Epoch 1/1... Discriminator Loss: 1.2764... Generator Loss: 0.4725 Epoch 1/1... Discriminator Loss: 1.1765... Generator Loss: 0.5710 Epoch 1/1... Discriminator Loss: 1.1393... Generator Loss: 0.7978 Epoch 1/1... Discriminator Loss: 1.0411... Generator Loss: 0.8358 Epoch 1/1... Discriminator Loss: 1.2435... Generator Loss: 0.7990 Epoch 1/1... Discriminator Loss: 1.2449... Generator Loss: 0.9373 Epoch 1/1... Discriminator Loss: 1.2997... Generator Loss: 0.7325 Epoch 1/1... Discriminator Loss: 1.0813... Generator Loss: 0.5853 Epoch 1/1... Discriminator Loss: 1.1897... Generator Loss: 0.6767 Epoch 1/1... Discriminator Loss: 1.4096... Generator Loss: 0.8093 Epoch 1/1... Discriminator Loss: 1.3618... Generator Loss: 0.8000 Epoch 1/1... Discriminator Loss: 1.5497... Generator Loss: 0.3576
Epoch 1/1... Discriminator Loss: 1.1361... Generator Loss: 1.0968 Epoch 1/1... Discriminator Loss: 1.3238... Generator Loss: 0.6142 Epoch 1/1... Discriminator Loss: 1.2563... Generator Loss: 0.6218 Epoch 1/1... Discriminator Loss: 1.2460... Generator Loss: 0.9614 Epoch 1/1... Discriminator Loss: 1.3358... Generator Loss: 0.7053 Epoch 1/1... Discriminator Loss: 1.2660... Generator Loss: 0.4757 Epoch 1/1... Discriminator Loss: 0.9906... Generator Loss: 0.7408 Epoch 1/1... Discriminator Loss: 1.2725... Generator Loss: 0.9824 Epoch 1/1... Discriminator Loss: 1.2929... Generator Loss: 0.7670 Epoch 1/1... Discriminator Loss: 1.2624... Generator Loss: 0.6540 Epoch 1/1... Discriminator Loss: 1.0931... Generator Loss: 0.7442 Epoch 1/1... Discriminator Loss: 1.3193... Generator Loss: 0.8956 Epoch 1/1... Discriminator Loss: 1.2160... Generator Loss: 0.5654 Epoch 1/1... Discriminator Loss: 1.1163... Generator Loss: 0.6656 Epoch 1/1... Discriminator Loss: 1.2975... Generator Loss: 1.0075 Epoch 1/1... Discriminator Loss: 1.6901... Generator Loss: 0.2818 Epoch 1/1... Discriminator Loss: 1.2289... Generator Loss: 0.7524 Epoch 1/1... Discriminator Loss: 1.4527... Generator Loss: 0.9999 Epoch 1/1... Discriminator Loss: 1.6759... Generator Loss: 0.3533 Epoch 1/1... Discriminator Loss: 1.6332... Generator Loss: 1.0146
Epoch 1/1... Discriminator Loss: 1.3270... Generator Loss: 0.6987 Epoch 1/1... Discriminator Loss: 1.1816... Generator Loss: 0.5516 Epoch 1/1... Discriminator Loss: 1.2524... Generator Loss: 0.6246 Epoch 1/1... Discriminator Loss: 1.2276... Generator Loss: 0.7551 Epoch 1/1... Discriminator Loss: 1.0783... Generator Loss: 0.7089 Epoch 1/1... Discriminator Loss: 1.3858... Generator Loss: 0.9124 Epoch 1/1... Discriminator Loss: 1.3532... Generator Loss: 0.8994 Epoch 1/1... Discriminator Loss: 1.4228... Generator Loss: 0.5497 Epoch 1/1... Discriminator Loss: 1.2707... Generator Loss: 0.7309 Epoch 1/1... Discriminator Loss: 1.1749... Generator Loss: 0.8091 Epoch 1/1... Discriminator Loss: 1.2904... Generator Loss: 0.5938 Epoch 1/1... Discriminator Loss: 1.0518... Generator Loss: 0.6633 Epoch 1/1... Discriminator Loss: 1.3437... Generator Loss: 0.7919 Epoch 1/1... Discriminator Loss: 1.1398... Generator Loss: 0.6266 Epoch 1/1... Discriminator Loss: 1.2758... Generator Loss: 0.7936 Epoch 1/1... Discriminator Loss: 0.9793... Generator Loss: 0.8336 Epoch 1/1... Discriminator Loss: 1.3852... Generator Loss: 0.6798 Epoch 1/1... Discriminator Loss: 1.5428... Generator Loss: 1.6986 Epoch 1/1... Discriminator Loss: 1.5431... Generator Loss: 0.3521 Epoch 1/1... Discriminator Loss: 1.1106... Generator Loss: 0.7977
Epoch 1/1... Discriminator Loss: 0.9011... Generator Loss: 0.7469 Epoch 1/1... Discriminator Loss: 1.2728... Generator Loss: 0.6021 Epoch 1/1... Discriminator Loss: 1.2457... Generator Loss: 1.0363 Epoch 1/1... Discriminator Loss: 1.6195... Generator Loss: 0.3031 Epoch 1/1... Discriminator Loss: 1.5627... Generator Loss: 0.8566 Epoch 1/1... Discriminator Loss: 1.5207... Generator Loss: 0.7568 Epoch 1/1... Discriminator Loss: 1.7129... Generator Loss: 0.4535 Epoch 1/1... Discriminator Loss: 1.2858... Generator Loss: 0.5757 Epoch 1/1... Discriminator Loss: 1.5660... Generator Loss: 1.1961 Epoch 1/1... Discriminator Loss: 1.4684... Generator Loss: 0.5526 Epoch 1/1... Discriminator Loss: 1.3935... Generator Loss: 0.6674 Epoch 1/1... Discriminator Loss: 1.3088... Generator Loss: 0.7855 Epoch 1/1... Discriminator Loss: 1.2181... Generator Loss: 0.6197 Epoch 1/1... Discriminator Loss: 1.2386... Generator Loss: 0.6682 Epoch 1/1... Discriminator Loss: 1.2855... Generator Loss: 0.8268 Epoch 1/1... Discriminator Loss: 1.3053... Generator Loss: 0.4990 Epoch 1/1... Discriminator Loss: 1.3325... Generator Loss: 0.7820 Epoch 1/1... Discriminator Loss: 1.1877... Generator Loss: 1.0275 Epoch 1/1... Discriminator Loss: 1.2266... Generator Loss: 0.5798 Epoch 1/1... Discriminator Loss: 1.1460... Generator Loss: 0.6085
Epoch 1/1... Discriminator Loss: 1.2980... Generator Loss: 0.9742 Epoch 1/1... Discriminator Loss: 1.1979... Generator Loss: 0.7317 Epoch 1/1... Discriminator Loss: 1.0918... Generator Loss: 0.6686 Epoch 1/1... Discriminator Loss: 1.0979... Generator Loss: 0.7094 Epoch 1/1... Discriminator Loss: 1.1607... Generator Loss: 0.7203 Epoch 1/1... Discriminator Loss: 1.2724... Generator Loss: 0.6049 Epoch 1/1... Discriminator Loss: 1.3430... Generator Loss: 0.7420 Epoch 1/1... Discriminator Loss: 1.2944... Generator Loss: 0.8573 Epoch 1/1... Discriminator Loss: 1.3567... Generator Loss: 0.7074 Epoch 1/1... Discriminator Loss: 1.3322... Generator Loss: 0.5728 Epoch 1/1... Discriminator Loss: 1.0992... Generator Loss: 0.6247 Epoch 1/1... Discriminator Loss: 1.3173... Generator Loss: 0.7870 Epoch 1/1... Discriminator Loss: 1.3849... Generator Loss: 0.6558 Epoch 1/1... Discriminator Loss: 1.3359... Generator Loss: 0.9402 Epoch 1/1... Discriminator Loss: 1.1719... Generator Loss: 0.5714 Epoch 1/1... Discriminator Loss: 1.2498... Generator Loss: 0.8999 Epoch 1/1... Discriminator Loss: 1.3410... Generator Loss: 0.6665 Epoch 1/1... Discriminator Loss: 1.1954... Generator Loss: 0.6223 Epoch 1/1... Discriminator Loss: 1.2474... Generator Loss: 0.9459 Epoch 1/1... Discriminator Loss: 1.4633... Generator Loss: 0.5964
Epoch 1/1... Discriminator Loss: 1.2112... Generator Loss: 0.6274 Epoch 1/1... Discriminator Loss: 0.9061... Generator Loss: 0.7990 Epoch 1/1... Discriminator Loss: 1.1051... Generator Loss: 0.8252 Epoch 1/1... Discriminator Loss: 1.1358... Generator Loss: 0.7396 Epoch 1/1... Discriminator Loss: 0.9313... Generator Loss: 0.7642 Epoch 1/1... Discriminator Loss: 0.9380... Generator Loss: 0.7265 Epoch 1/1... Discriminator Loss: 1.1466... Generator Loss: 0.6936 Epoch 1/1... Discriminator Loss: 1.2742... Generator Loss: 0.7634 Epoch 1/1... Discriminator Loss: 1.4390... Generator Loss: 0.9841 Epoch 1/1... Discriminator Loss: 1.8799... Generator Loss: 0.2246 Epoch 1/1... Discriminator Loss: 2.1903... Generator Loss: 2.3884 Epoch 1/1... Discriminator Loss: 1.3114... Generator Loss: 0.6141 Epoch 1/1... Discriminator Loss: 1.3287... Generator Loss: 0.5575 Epoch 1/1... Discriminator Loss: 1.3683... Generator Loss: 0.9818 Epoch 1/1... Discriminator Loss: 1.2621... Generator Loss: 0.9073 Epoch 1/1... Discriminator Loss: 1.4056... Generator Loss: 0.5035 Epoch 1/1... Discriminator Loss: 1.3620... Generator Loss: 0.5110 Epoch 1/1... Discriminator Loss: 1.1420... Generator Loss: 0.6911 Epoch 1/1... Discriminator Loss: 1.1139... Generator Loss: 0.7586 Epoch 1/1... Discriminator Loss: 1.1405... Generator Loss: 0.6454
Epoch 1/1... Discriminator Loss: 1.4562... Generator Loss: 0.3847 Epoch 1/1... Discriminator Loss: 1.2174... Generator Loss: 0.9145 Epoch 1/1... Discriminator Loss: 1.7634... Generator Loss: 0.3337 Epoch 1/1... Discriminator Loss: 1.8876... Generator Loss: 1.5492 Epoch 1/1... Discriminator Loss: 1.7227... Generator Loss: 0.2648 Epoch 1/1... Discriminator Loss: 1.2871... Generator Loss: 0.6482 Epoch 1/1... Discriminator Loss: 1.5700... Generator Loss: 1.4880 Epoch 1/1... Discriminator Loss: 1.4628... Generator Loss: 0.3645 Epoch 1/1... Discriminator Loss: 1.3797... Generator Loss: 0.7858 Epoch 1/1... Discriminator Loss: 1.3086... Generator Loss: 0.7633 Epoch 1/1... Discriminator Loss: 1.3363... Generator Loss: 0.6984 Epoch 1/1... Discriminator Loss: 1.2134... Generator Loss: 0.5784 Epoch 1/1... Discriminator Loss: 1.3852... Generator Loss: 0.5321 Epoch 1/1... Discriminator Loss: 1.2760... Generator Loss: 0.9030 Epoch 1/1... Discriminator Loss: 1.4470... Generator Loss: 0.6753 Epoch 1/1... Discriminator Loss: 1.3462... Generator Loss: 0.6089 Epoch 1/1... Discriminator Loss: 1.4527... Generator Loss: 0.6525 Epoch 1/1... Discriminator Loss: 1.3131... Generator Loss: 0.9919 Epoch 1/1... Discriminator Loss: 1.2890... Generator Loss: 0.5797 Epoch 1/1... Discriminator Loss: 1.1589... Generator Loss: 0.7196
Epoch 1/1... Discriminator Loss: 1.2549... Generator Loss: 0.6685 Epoch 1/1... Discriminator Loss: 1.3285... Generator Loss: 0.5980 Epoch 1/1... Discriminator Loss: 1.1977... Generator Loss: 0.6304 Epoch 1/1... Discriminator Loss: 1.3480... Generator Loss: 0.6411 Epoch 1/1... Discriminator Loss: 1.3083... Generator Loss: 0.7816 Epoch 1/1... Discriminator Loss: 1.2139... Generator Loss: 0.9117 Epoch 1/1... Discriminator Loss: 1.4310... Generator Loss: 0.5939 Epoch 1/1... Discriminator Loss: 1.4279... Generator Loss: 0.7058 Epoch 1/1... Discriminator Loss: 1.3659... Generator Loss: 0.5935 Epoch 1/1... Discriminator Loss: 1.2684... Generator Loss: 0.5708 Epoch 1/1... Discriminator Loss: 1.1829... Generator Loss: 0.9022 Epoch 1/1... Discriminator Loss: 1.2756... Generator Loss: 0.6011 Epoch 1/1... Discriminator Loss: 1.3642... Generator Loss: 0.6323 Epoch 1/1... Discriminator Loss: 1.3051... Generator Loss: 0.8718 Epoch 1/1... Discriminator Loss: 1.4061... Generator Loss: 0.4279 Epoch 1/1... Discriminator Loss: 1.2556... Generator Loss: 0.5994 Epoch 1/1... Discriminator Loss: 1.2584... Generator Loss: 0.7796 Epoch 1/1... Discriminator Loss: 1.2824... Generator Loss: 0.9365 Epoch 1/1... Discriminator Loss: 1.5182... Generator Loss: 0.6831 Epoch 1/1... Discriminator Loss: 1.2872... Generator Loss: 0.6028
Epoch 1/1... Discriminator Loss: 1.3573... Generator Loss: 0.5898 Epoch 1/1... Discriminator Loss: 1.1966... Generator Loss: 1.0966 Epoch 1/1... Discriminator Loss: 1.2632... Generator Loss: 0.7312 Epoch 1/1... Discriminator Loss: 1.2531... Generator Loss: 0.6090 Epoch 1/1... Discriminator Loss: 1.1378... Generator Loss: 0.7027 Epoch 1/1... Discriminator Loss: 1.0985... Generator Loss: 0.7983 Epoch 1/1... Discriminator Loss: 1.0796... Generator Loss: 0.6752 Epoch 1/1... Discriminator Loss: 1.0973... Generator Loss: 0.6434 Epoch 1/1... Discriminator Loss: 1.5397... Generator Loss: 0.5125 Epoch 1/1... Discriminator Loss: 1.1651... Generator Loss: 0.6462 Epoch 1/1... Discriminator Loss: 1.4805... Generator Loss: 0.9286 Epoch 1/1... Discriminator Loss: 1.5464... Generator Loss: 0.4326 Epoch 1/1... Discriminator Loss: 1.4212... Generator Loss: 0.7204 Epoch 1/1... Discriminator Loss: 1.2572... Generator Loss: 0.7383 Epoch 1/1... Discriminator Loss: 0.9994... Generator Loss: 1.0406 Epoch 1/1... Discriminator Loss: 1.2251... Generator Loss: 0.5881 Epoch 1/1... Discriminator Loss: 1.2861... Generator Loss: 0.8695 Epoch 1/1... Discriminator Loss: 1.3127... Generator Loss: 0.9006 Epoch 1/1... Discriminator Loss: 1.2188... Generator Loss: 0.6228 Epoch 1/1... Discriminator Loss: 1.2078... Generator Loss: 0.5707
Epoch 1/1... Discriminator Loss: 1.2243... Generator Loss: 0.5983 Epoch 1/1... Discriminator Loss: 1.3627... Generator Loss: 1.1057 Epoch 1/1... Discriminator Loss: 1.7834... Generator Loss: 0.2723 Epoch 1/1... Discriminator Loss: 1.6311... Generator Loss: 0.4189 Epoch 1/1... Discriminator Loss: 1.5797... Generator Loss: 1.4504 Epoch 1/1... Discriminator Loss: 1.5925... Generator Loss: 0.3422 Epoch 1/1... Discriminator Loss: 1.1841... Generator Loss: 0.6691 Epoch 1/1... Discriminator Loss: 1.3417... Generator Loss: 1.0939 Epoch 1/1... Discriminator Loss: 1.4216... Generator Loss: 0.6099 Epoch 1/1... Discriminator Loss: 1.3957... Generator Loss: 0.7087 Epoch 1/1... Discriminator Loss: 1.2751... Generator Loss: 0.7056 Epoch 1/1... Discriminator Loss: 1.3152... Generator Loss: 0.9542 Epoch 1/1... Discriminator Loss: 1.2369... Generator Loss: 0.5896 Epoch 1/1... Discriminator Loss: 1.3217... Generator Loss: 0.6772 Epoch 1/1... Discriminator Loss: 1.3877... Generator Loss: 0.9089 Epoch 1/1... Discriminator Loss: 1.2439... Generator Loss: 0.6342 Epoch 1/1... Discriminator Loss: 1.2556... Generator Loss: 0.6339 Epoch 1/1... Discriminator Loss: 1.0602... Generator Loss: 0.7217 Epoch 1/1... Discriminator Loss: 1.1272... Generator Loss: 0.7391 Epoch 1/1... Discriminator Loss: 1.1138... Generator Loss: 0.6023
Epoch 1/1... Discriminator Loss: 1.2356... Generator Loss: 1.0339 Epoch 1/1... Discriminator Loss: 1.3571... Generator Loss: 0.4504 Epoch 1/1... Discriminator Loss: 1.2065... Generator Loss: 0.9155 Epoch 1/1... Discriminator Loss: 1.2419... Generator Loss: 0.6431 Epoch 1/1... Discriminator Loss: 1.3454... Generator Loss: 0.6906 Epoch 1/1... Discriminator Loss: 1.2471... Generator Loss: 0.6153 Epoch 1/1... Discriminator Loss: 1.3807... Generator Loss: 1.1920 Epoch 1/1... Discriminator Loss: 1.6766... Generator Loss: 0.2531 Epoch 1/1... Discriminator Loss: 1.2407... Generator Loss: 0.6901 Epoch 1/1... Discriminator Loss: 1.4530... Generator Loss: 1.1178 Epoch 1/1... Discriminator Loss: 1.8138... Generator Loss: 0.2441 Epoch 1/1... Discriminator Loss: 1.2806... Generator Loss: 1.1368 Epoch 1/1... Discriminator Loss: 1.4071... Generator Loss: 0.5298 Epoch 1/1... Discriminator Loss: 1.2680... Generator Loss: 0.6165 Epoch 1/1... Discriminator Loss: 1.4009... Generator Loss: 1.1630 Epoch 1/1... Discriminator Loss: 1.3556... Generator Loss: 0.8063 Epoch 1/1... Discriminator Loss: 1.4468... Generator Loss: 0.4965 Epoch 1/1... Discriminator Loss: 1.2093... Generator Loss: 0.5821 Epoch 1/1... Discriminator Loss: 1.3150... Generator Loss: 0.7371 Epoch 1/1... Discriminator Loss: 1.4286... Generator Loss: 0.7419
Epoch 1/1... Discriminator Loss: 1.2157... Generator Loss: 0.4925 Epoch 1/1... Discriminator Loss: 1.1553... Generator Loss: 0.5497 Epoch 1/1... Discriminator Loss: 1.4483... Generator Loss: 0.4421 Epoch 1/1... Discriminator Loss: 1.2924... Generator Loss: 1.0792 Epoch 1/1... Discriminator Loss: 1.2825... Generator Loss: 0.8439 Epoch 1/1... Discriminator Loss: 1.5642... Generator Loss: 0.7052 Epoch 1/1... Discriminator Loss: 1.2228... Generator Loss: 0.5842 Epoch 1/1... Discriminator Loss: 1.0893... Generator Loss: 0.6007 Epoch 1/1... Discriminator Loss: 1.0205... Generator Loss: 0.8409 Epoch 1/1... Discriminator Loss: 1.1161... Generator Loss: 0.9424 Epoch 1/1... Discriminator Loss: 1.3397... Generator Loss: 0.7375 Epoch 1/1... Discriminator Loss: 1.2494... Generator Loss: 0.8239 Epoch 1/1... Discriminator Loss: 1.2141... Generator Loss: 0.5275 Epoch 1/1... Discriminator Loss: 1.2367... Generator Loss: 0.7191 Epoch 1/1... Discriminator Loss: 1.1644... Generator Loss: 0.7039 Epoch 1/1... Discriminator Loss: 1.3209... Generator Loss: 1.0069 Epoch 1/1... Discriminator Loss: 1.1497... Generator Loss: 0.7861 Epoch 1/1... Discriminator Loss: 1.2907... Generator Loss: 0.6333 Epoch 1/1... Discriminator Loss: 1.1961... Generator Loss: 0.8005 Epoch 1/1... Discriminator Loss: 1.3039... Generator Loss: 0.7050
Epoch 1/1... Discriminator Loss: 1.2281... Generator Loss: 0.8390 Epoch 1/1... Discriminator Loss: 1.2296... Generator Loss: 0.7609 Epoch 1/1... Discriminator Loss: 1.1779... Generator Loss: 0.5682 Epoch 1/1... Discriminator Loss: 1.3333... Generator Loss: 1.0791 Epoch 1/1... Discriminator Loss: 1.3292... Generator Loss: 0.5432 Epoch 1/1... Discriminator Loss: 1.2311... Generator Loss: 0.9738 Epoch 1/1... Discriminator Loss: 1.4639... Generator Loss: 0.9108 Epoch 1/1... Discriminator Loss: 1.1687... Generator Loss: 0.4859 Epoch 1/1... Discriminator Loss: 1.3395... Generator Loss: 0.5939 Epoch 1/1... Discriminator Loss: 1.0941... Generator Loss: 0.7505 Epoch 1/1... Discriminator Loss: 1.1236... Generator Loss: 0.6428 Epoch 1/1... Discriminator Loss: 1.1318... Generator Loss: 0.7553 Epoch 1/1... Discriminator Loss: 1.3300... Generator Loss: 0.5868 Epoch 1/1... Discriminator Loss: 1.7591... Generator Loss: 1.0242 Epoch 1/1... Discriminator Loss: 1.8677... Generator Loss: 0.2483 Epoch 1/1... Discriminator Loss: 1.4536... Generator Loss: 1.1601 Epoch 1/1... Discriminator Loss: 1.4714... Generator Loss: 0.6251 Epoch 1/1... Discriminator Loss: 1.5168... Generator Loss: 0.4907 Epoch 1/1... Discriminator Loss: 1.3501... Generator Loss: 0.9061 Epoch 1/1... Discriminator Loss: 1.2099... Generator Loss: 0.7040
Epoch 1/1... Discriminator Loss: 1.1904... Generator Loss: 0.5986 Epoch 1/1... Discriminator Loss: 1.1337... Generator Loss: 0.7447 Epoch 1/1... Discriminator Loss: 1.1024... Generator Loss: 0.8660 Epoch 1/1... Discriminator Loss: 1.2506... Generator Loss: 0.7629 Epoch 1/1... Discriminator Loss: 1.2326... Generator Loss: 0.6892 Epoch 1/1... Discriminator Loss: 1.0969... Generator Loss: 0.7179 Epoch 1/1... Discriminator Loss: 1.1729... Generator Loss: 0.6425 Epoch 1/1... Discriminator Loss: 1.0982... Generator Loss: 0.8349 Epoch 1/1... Discriminator Loss: 1.2177... Generator Loss: 0.6705 Epoch 1/1... Discriminator Loss: 1.1534... Generator Loss: 0.7214 Epoch 1/1... Discriminator Loss: 1.3833... Generator Loss: 0.6410 Epoch 1/1... Discriminator Loss: 1.4037... Generator Loss: 1.0948 Epoch 1/1... Discriminator Loss: 1.3945... Generator Loss: 0.4572 Epoch 1/1... Discriminator Loss: 1.2730... Generator Loss: 0.5376 Epoch 1/1... Discriminator Loss: 1.2413... Generator Loss: 1.0239 Epoch 1/1... Discriminator Loss: 1.3331... Generator Loss: 0.7960 Epoch 1/1... Discriminator Loss: 1.1357... Generator Loss: 0.6248 Epoch 1/1... Discriminator Loss: 1.2203... Generator Loss: 0.7112 Epoch 1/1... Discriminator Loss: 1.3218... Generator Loss: 0.7955 Epoch 1/1... Discriminator Loss: 1.3755... Generator Loss: 0.4517
Epoch 1/1... Discriminator Loss: 1.1686... Generator Loss: 0.8559 Epoch 1/1... Discriminator Loss: 1.3895... Generator Loss: 1.0500 Epoch 1/1... Discriminator Loss: 1.3866... Generator Loss: 0.4870 Epoch 1/1... Discriminator Loss: 1.3926... Generator Loss: 0.6428 Epoch 1/1... Discriminator Loss: 1.3110... Generator Loss: 0.7414 Epoch 1/1... Discriminator Loss: 1.2757... Generator Loss: 0.8241 Epoch 1/1... Discriminator Loss: 1.3929... Generator Loss: 0.6201 Epoch 1/1... Discriminator Loss: 1.3405... Generator Loss: 1.2660 Epoch 1/1... Discriminator Loss: 1.2740... Generator Loss: 0.5943 Epoch 1/1... Discriminator Loss: 1.3136... Generator Loss: 0.6932 Epoch 1/1... Discriminator Loss: 1.2824... Generator Loss: 0.7970 Epoch 1/1... Discriminator Loss: 1.2436... Generator Loss: 0.6945 Epoch 1/1... Discriminator Loss: 1.1737... Generator Loss: 0.6116 Epoch 1/1... Discriminator Loss: 1.1883... Generator Loss: 0.6447 Epoch 1/1... Discriminator Loss: 1.0855... Generator Loss: 0.7851 Epoch 1/1... Discriminator Loss: 1.1960... Generator Loss: 0.6501 Epoch 1/1... Discriminator Loss: 1.1315... Generator Loss: 0.7108 Epoch 1/1... Discriminator Loss: 1.2812... Generator Loss: 0.8906 Epoch 1/1... Discriminator Loss: 1.4903... Generator Loss: 0.7662 Epoch 1/1... Discriminator Loss: 1.4240... Generator Loss: 0.6246
Epoch 1/1... Discriminator Loss: 1.2553... Generator Loss: 0.8418 Epoch 1/1... Discriminator Loss: 1.3111... Generator Loss: 0.8157 Epoch 1/1... Discriminator Loss: 1.3035... Generator Loss: 0.5893 Epoch 1/1... Discriminator Loss: 1.2656... Generator Loss: 0.6606 Epoch 1/1... Discriminator Loss: 1.3150... Generator Loss: 1.2709 Epoch 1/1... Discriminator Loss: 1.2310... Generator Loss: 0.4655 Epoch 1/1... Discriminator Loss: 1.1136... Generator Loss: 0.5400 Epoch 1/1... Discriminator Loss: 1.3717... Generator Loss: 0.7854 Epoch 1/1... Discriminator Loss: 1.3279... Generator Loss: 0.8146 Epoch 1/1... Discriminator Loss: 1.2967... Generator Loss: 0.8865 Epoch 1/1... Discriminator Loss: 1.2479... Generator Loss: 0.5704 Epoch 1/1... Discriminator Loss: 1.3222... Generator Loss: 1.0964 Epoch 1/1... Discriminator Loss: 1.2996... Generator Loss: 0.7210 Epoch 1/1... Discriminator Loss: 1.3174... Generator Loss: 0.6873 Epoch 1/1... Discriminator Loss: 1.0573... Generator Loss: 0.6064 Epoch 1/1... Discriminator Loss: 1.1247... Generator Loss: 0.6866 Epoch 1/1... Discriminator Loss: 1.3319... Generator Loss: 0.7244 Epoch 1/1... Discriminator Loss: 1.2039... Generator Loss: 0.6129 Epoch 1/1... Discriminator Loss: 1.3665... Generator Loss: 0.7814 Epoch 1/1... Discriminator Loss: 1.3991... Generator Loss: 0.8459
Epoch 1/1... Discriminator Loss: 0.9399... Generator Loss: 0.6843 Epoch 1/1... Discriminator Loss: 1.2081... Generator Loss: 0.5330 Epoch 1/1... Discriminator Loss: 1.1204... Generator Loss: 0.6083 Epoch 1/1... Discriminator Loss: 1.4877... Generator Loss: 0.5083 Epoch 1/1... Discriminator Loss: 1.1900... Generator Loss: 1.2054 Epoch 1/1... Discriminator Loss: 1.1277... Generator Loss: 1.0427 Epoch 1/1... Discriminator Loss: 1.6438... Generator Loss: 0.2906 Epoch 1/1... Discriminator Loss: 1.1753... Generator Loss: 1.3431 Epoch 1/1... Discriminator Loss: 1.1591... Generator Loss: 0.5646 Epoch 1/1... Discriminator Loss: 1.1362... Generator Loss: 0.6843 Epoch 1/1... Discriminator Loss: 1.3473... Generator Loss: 0.8658 Epoch 1/1... Discriminator Loss: 1.2604... Generator Loss: 0.7036 Epoch 1/1... Discriminator Loss: 1.2305... Generator Loss: 0.8315 Epoch 1/1... Discriminator Loss: 1.2700... Generator Loss: 0.6757 Epoch 1/1... Discriminator Loss: 1.2270... Generator Loss: 0.6669 Epoch 1/1... Discriminator Loss: 1.1653... Generator Loss: 0.8957 Epoch 1/1... Discriminator Loss: 1.3784... Generator Loss: 0.4966 Epoch 1/1... Discriminator Loss: 1.1518... Generator Loss: 1.1267 Epoch 1/1... Discriminator Loss: 1.5958... Generator Loss: 0.2999 Epoch 1/1... Discriminator Loss: 1.4141... Generator Loss: 0.5728
Epoch 1/1... Discriminator Loss: 1.5172... Generator Loss: 1.4514 Epoch 1/1... Discriminator Loss: 1.5598... Generator Loss: 0.4271 Epoch 1/1... Discriminator Loss: 1.4195... Generator Loss: 0.4439 Epoch 1/1... Discriminator Loss: 1.3555... Generator Loss: 0.9984 Epoch 1/1... Discriminator Loss: 1.3075... Generator Loss: 0.7789 Epoch 1/1... Discriminator Loss: 1.2683... Generator Loss: 0.4930 Epoch 1/1... Discriminator Loss: 1.3428... Generator Loss: 0.8368 Epoch 1/1... Discriminator Loss: 1.3005... Generator Loss: 0.6147 Epoch 1/1... Discriminator Loss: 1.2888... Generator Loss: 0.6995 Epoch 1/1... Discriminator Loss: 1.3314... Generator Loss: 1.0811 Epoch 1/1... Discriminator Loss: 1.3770... Generator Loss: 0.4620 Epoch 1/1... Discriminator Loss: 1.1739... Generator Loss: 0.8218 Epoch 1/1... Discriminator Loss: 1.2512... Generator Loss: 0.9233 Epoch 1/1... Discriminator Loss: 1.2442... Generator Loss: 0.7079 Epoch 1/1... Discriminator Loss: 1.2381... Generator Loss: 0.8294 Epoch 1/1... Discriminator Loss: 1.3684... Generator Loss: 0.7952 Epoch 1/1... Discriminator Loss: 1.1068... Generator Loss: 0.9471 Epoch 1/1... Discriminator Loss: 1.1349... Generator Loss: 0.6781 Epoch 1/1... Discriminator Loss: 1.1972... Generator Loss: 0.6300 Epoch 1/1... Discriminator Loss: 1.2439... Generator Loss: 0.8020
Epoch 1/1... Discriminator Loss: 1.2298... Generator Loss: 0.4774 Epoch 1/1... Discriminator Loss: 1.4749... Generator Loss: 0.6985 Epoch 1/1... Discriminator Loss: 1.2815... Generator Loss: 0.6589 Epoch 1/1... Discriminator Loss: 1.2957... Generator Loss: 1.0208 Epoch 1/1... Discriminator Loss: 1.4431... Generator Loss: 0.4139 Epoch 1/1... Discriminator Loss: 1.1063... Generator Loss: 0.7471 Epoch 1/1... Discriminator Loss: 1.3169... Generator Loss: 0.8798 Epoch 1/1... Discriminator Loss: 1.2094... Generator Loss: 0.6247 Epoch 1/1... Discriminator Loss: 1.3794... Generator Loss: 0.6097 Epoch 1/1... Discriminator Loss: 1.5055... Generator Loss: 1.3490 Epoch 1/1... Discriminator Loss: 1.8892... Generator Loss: 0.2318 Epoch 1/1... Discriminator Loss: 1.3685... Generator Loss: 1.0613 Epoch 1/1... Discriminator Loss: 1.4058... Generator Loss: 0.8003 Epoch 1/1... Discriminator Loss: 1.5671... Generator Loss: 0.2961 Epoch 1/1... Discriminator Loss: 1.1663... Generator Loss: 0.5287 Epoch 1/1... Discriminator Loss: 1.0889... Generator Loss: 0.7937 Epoch 1/1... Discriminator Loss: 1.2505... Generator Loss: 0.8419 Epoch 1/1... Discriminator Loss: 1.0852... Generator Loss: 0.7304 Epoch 1/1... Discriminator Loss: 1.3395... Generator Loss: 0.6388 Epoch 1/1... Discriminator Loss: 1.5274... Generator Loss: 0.9799
Epoch 1/1... Discriminator Loss: 1.4557... Generator Loss: 0.6438 Epoch 1/1... Discriminator Loss: 1.5022... Generator Loss: 0.3911 Epoch 1/1... Discriminator Loss: 1.3081... Generator Loss: 0.9416 Epoch 1/1... Discriminator Loss: 1.0764... Generator Loss: 0.8173 Epoch 1/1... Discriminator Loss: 1.1809... Generator Loss: 0.5540 Epoch 1/1... Discriminator Loss: 1.2914... Generator Loss: 0.7986 Epoch 1/1... Discriminator Loss: 1.2429... Generator Loss: 0.9098 Epoch 1/1... Discriminator Loss: 1.3235... Generator Loss: 0.5926 Epoch 1/1... Discriminator Loss: 1.3036... Generator Loss: 0.9184 Epoch 1/1... Discriminator Loss: 1.2573... Generator Loss: 0.6567 Epoch 1/1... Discriminator Loss: 1.2739... Generator Loss: 0.6323 Epoch 1/1... Discriminator Loss: 1.2756... Generator Loss: 0.8604 Epoch 1/1... Discriminator Loss: 1.0713... Generator Loss: 0.5237 Epoch 1/1... Discriminator Loss: 1.3656... Generator Loss: 0.5559 Epoch 1/1... Discriminator Loss: 1.1716... Generator Loss: 0.9044 Epoch 1/1... Discriminator Loss: 1.2277... Generator Loss: 0.7830 Epoch 1/1... Discriminator Loss: 1.2964... Generator Loss: 0.7295 Epoch 1/1... Discriminator Loss: 1.3234... Generator Loss: 0.8737 Epoch 1/1... Discriminator Loss: 1.1679... Generator Loss: 0.6630 Epoch 1/1... Discriminator Loss: 1.1728... Generator Loss: 0.7908
Epoch 1/1... Discriminator Loss: 1.3719... Generator Loss: 0.6765 Epoch 1/1... Discriminator Loss: 1.0961... Generator Loss: 0.5528 Epoch 1/1... Discriminator Loss: 1.0126... Generator Loss: 0.7546 Epoch 1/1... Discriminator Loss: 1.1135... Generator Loss: 0.9168 Epoch 1/1... Discriminator Loss: 1.1889... Generator Loss: 0.6564 Epoch 1/1... Discriminator Loss: 0.9843... Generator Loss: 0.7980 Epoch 1/1... Discriminator Loss: 1.2429... Generator Loss: 0.9400 Epoch 1/1... Discriminator Loss: 1.2952... Generator Loss: 0.6348 Epoch 1/1... Discriminator Loss: 1.0973... Generator Loss: 0.6624 Epoch 1/1... Discriminator Loss: 1.0482... Generator Loss: 0.8558 Epoch 1/1... Discriminator Loss: 1.4159... Generator Loss: 0.3615 Epoch 1/1... Discriminator Loss: 1.4776... Generator Loss: 1.4690 Epoch 1/1... Discriminator Loss: 1.3949... Generator Loss: 0.4551 Epoch 1/1... Discriminator Loss: 1.3468... Generator Loss: 0.8755 Epoch 1/1... Discriminator Loss: 1.4430... Generator Loss: 0.5467 Epoch 1/1... Discriminator Loss: 1.3732... Generator Loss: 1.1393 Epoch 1/1... Discriminator Loss: 1.6460... Generator Loss: 0.3168 Epoch 1/1... Discriminator Loss: 1.4936... Generator Loss: 0.8651 Epoch 1/1... Discriminator Loss: 1.3203... Generator Loss: 0.4849 Epoch 1/1... Discriminator Loss: 1.1071... Generator Loss: 0.5470
Epoch 1/1... Discriminator Loss: 1.2144... Generator Loss: 1.0942 Epoch 1/1... Discriminator Loss: 1.3537... Generator Loss: 0.7276 Epoch 1/1... Discriminator Loss: 1.4694... Generator Loss: 0.3847 Epoch 1/1... Discriminator Loss: 1.3321... Generator Loss: 0.6704 Epoch 1/1... Discriminator Loss: 1.5346... Generator Loss: 1.2817 Epoch 1/1... Discriminator Loss: 1.5086... Generator Loss: 0.3444 Epoch 1/1... Discriminator Loss: 1.1950... Generator Loss: 0.5499 Epoch 1/1... Discriminator Loss: 1.4474... Generator Loss: 1.2844 Epoch 1/1... Discriminator Loss: 1.1285... Generator Loss: 0.5628 Epoch 1/1... Discriminator Loss: 1.5706... Generator Loss: 0.4289 Epoch 1/1... Discriminator Loss: 1.3862... Generator Loss: 0.6444 Epoch 1/1... Discriminator Loss: 1.4770... Generator Loss: 0.7495 Epoch 1/1... Discriminator Loss: 1.5546... Generator Loss: 0.5021 Epoch 1/1... Discriminator Loss: 1.4910... Generator Loss: 0.5299 Epoch 1/1... Discriminator Loss: 1.1788... Generator Loss: 1.0423 Epoch 1/1... Discriminator Loss: 1.4896... Generator Loss: 0.6385 Epoch 1/1... Discriminator Loss: 1.3344... Generator Loss: 0.5797 Epoch 1/1... Discriminator Loss: 1.4536... Generator Loss: 0.4842 Epoch 1/1... Discriminator Loss: 1.3968... Generator Loss: 1.2792 Epoch 1/1... Discriminator Loss: 1.4846... Generator Loss: 0.5168
Epoch 1/1... Discriminator Loss: 1.3946... Generator Loss: 0.4849 Epoch 1/1... Discriminator Loss: 1.3049... Generator Loss: 0.8818 Epoch 1/1... Discriminator Loss: 1.1872... Generator Loss: 0.8124 Epoch 1/1... Discriminator Loss: 1.1336... Generator Loss: 0.9635 Epoch 1/1... Discriminator Loss: 1.2839... Generator Loss: 0.7421 Epoch 1/1... Discriminator Loss: 1.3128... Generator Loss: 0.4589 Epoch 1/1... Discriminator Loss: 1.1255... Generator Loss: 0.7225 Epoch 1/1... Discriminator Loss: 1.2868... Generator Loss: 0.9128 Epoch 1/1... Discriminator Loss: 1.1486... Generator Loss: 0.6518 Epoch 1/1... Discriminator Loss: 1.2155... Generator Loss: 0.6786 Epoch 1/1... Discriminator Loss: 1.3072... Generator Loss: 0.6311 Epoch 1/1... Discriminator Loss: 1.2018... Generator Loss: 0.6486 Epoch 1/1... Discriminator Loss: 1.3040... Generator Loss: 0.4815 Epoch 1/1... Discriminator Loss: 1.3696... Generator Loss: 0.7037 Epoch 1/1... Discriminator Loss: 1.2680... Generator Loss: 0.8020 Epoch 1/1... Discriminator Loss: 1.3769... Generator Loss: 0.6073 Epoch 1/1... Discriminator Loss: 1.4333... Generator Loss: 0.7376 Epoch 1/1... Discriminator Loss: 1.4204... Generator Loss: 0.4063 Epoch 1/1... Discriminator Loss: 1.2725... Generator Loss: 1.2286 Epoch 1/1... Discriminator Loss: 1.3218... Generator Loss: 0.6262
Epoch 1/1... Discriminator Loss: 1.3439... Generator Loss: 0.7574 Epoch 1/1... Discriminator Loss: 1.4861... Generator Loss: 0.3745 Epoch 1/1... Discriminator Loss: 1.3407... Generator Loss: 0.9652 Epoch 1/1... Discriminator Loss: 1.3745... Generator Loss: 0.4926 Epoch 1/1... Discriminator Loss: 1.3201... Generator Loss: 0.8110 Epoch 1/1... Discriminator Loss: 1.3218... Generator Loss: 0.6648 Epoch 1/1... Discriminator Loss: 1.2497... Generator Loss: 0.6777 Epoch 1/1... Discriminator Loss: 1.0066... Generator Loss: 0.6793 Epoch 1/1... Discriminator Loss: 1.4425... Generator Loss: 0.5119 Epoch 1/1... Discriminator Loss: 1.3720... Generator Loss: 1.1145 Epoch 1/1... Discriminator Loss: 1.3357... Generator Loss: 0.9001 Epoch 1/1... Discriminator Loss: 1.4723... Generator Loss: 0.4250 Epoch 1/1... Discriminator Loss: 1.2407... Generator Loss: 0.9439 Epoch 1/1... Discriminator Loss: 1.3654... Generator Loss: 0.6982 Epoch 1/1... Discriminator Loss: 1.2127... Generator Loss: 0.5615 Epoch 1/1... Discriminator Loss: 1.3567... Generator Loss: 0.6927 Epoch 1/1... Discriminator Loss: 1.3138... Generator Loss: 0.5798 Epoch 1/1... Discriminator Loss: 1.2126... Generator Loss: 0.6238 Epoch 1/1... Discriminator Loss: 1.3332... Generator Loss: 0.8291 Epoch 1/1... Discriminator Loss: 1.1425... Generator Loss: 0.5233
Epoch 1/1... Discriminator Loss: 1.2406... Generator Loss: 0.5565 Epoch 1/1... Discriminator Loss: 1.0687... Generator Loss: 0.9037 Epoch 1/1... Discriminator Loss: 1.3077... Generator Loss: 0.7127 Epoch 1/1... Discriminator Loss: 1.2839... Generator Loss: 0.5570 Epoch 1/1... Discriminator Loss: 1.4263... Generator Loss: 0.7061 Epoch 1/1... Discriminator Loss: 1.3078... Generator Loss: 1.0969 Epoch 1/1... Discriminator Loss: 1.4221... Generator Loss: 0.3719 Epoch 1/1... Discriminator Loss: 1.3146... Generator Loss: 0.5685 Epoch 1/1... Discriminator Loss: 1.3202... Generator Loss: 1.1248 Epoch 1/1... Discriminator Loss: 1.7254... Generator Loss: 0.2986 Epoch 1/1... Discriminator Loss: 1.7131... Generator Loss: 1.5100 Epoch 1/1... Discriminator Loss: 1.3651... Generator Loss: 0.4598 Epoch 1/1... Discriminator Loss: 1.2940... Generator Loss: 0.6609 Epoch 1/1... Discriminator Loss: 1.2969... Generator Loss: 0.8115 Epoch 1/1... Discriminator Loss: 1.4273... Generator Loss: 0.6060 Epoch 1/1... Discriminator Loss: 1.4462... Generator Loss: 0.5366 Epoch 1/1... Discriminator Loss: 1.3835... Generator Loss: 0.5718 Epoch 1/1... Discriminator Loss: 1.3179... Generator Loss: 0.8335 Epoch 1/1... Discriminator Loss: 1.6566... Generator Loss: 0.4128 Epoch 1/1... Discriminator Loss: 1.4067... Generator Loss: 0.8499
Epoch 1/1... Discriminator Loss: 1.4061... Generator Loss: 0.4565 Epoch 1/1... Discriminator Loss: 1.2836... Generator Loss: 1.0302 Epoch 1/1... Discriminator Loss: 1.2428... Generator Loss: 0.6543 Epoch 1/1... Discriminator Loss: 1.2143... Generator Loss: 0.6546 Epoch 1/1... Discriminator Loss: 0.9709... Generator Loss: 0.8993 Epoch 1/1... Discriminator Loss: 1.1108... Generator Loss: 0.7289 Epoch 1/1... Discriminator Loss: 1.0318... Generator Loss: 0.7416 Epoch 1/1... Discriminator Loss: 1.2263... Generator Loss: 1.0094 Epoch 1/1... Discriminator Loss: 1.4234... Generator Loss: 0.4347 Epoch 1/1... Discriminator Loss: 1.2762... Generator Loss: 0.8343 Epoch 1/1... Discriminator Loss: 1.2802... Generator Loss: 0.6515 Epoch 1/1... Discriminator Loss: 1.2698... Generator Loss: 0.6396 Epoch 1/1... Discriminator Loss: 1.3016... Generator Loss: 0.9356 Epoch 1/1... Discriminator Loss: 1.5027... Generator Loss: 0.3709 Epoch 1/1... Discriminator Loss: 1.4317... Generator Loss: 0.9470 Epoch 1/1... Discriminator Loss: 1.4101... Generator Loss: 0.5744 Epoch 1/1... Discriminator Loss: 1.3959... Generator Loss: 0.8607 Epoch 1/1... Discriminator Loss: 1.4012... Generator Loss: 0.5092 Epoch 1/1... Discriminator Loss: 1.3110... Generator Loss: 1.0831 Epoch 1/1... Discriminator Loss: 1.2537... Generator Loss: 0.5465
Epoch 1/1... Discriminator Loss: 1.1257... Generator Loss: 0.6572 Epoch 1/1... Discriminator Loss: 1.2018... Generator Loss: 0.7625 Epoch 1/1... Discriminator Loss: 1.2053... Generator Loss: 0.6225 Epoch 1/1... Discriminator Loss: 1.1467... Generator Loss: 0.7062 Epoch 1/1... Discriminator Loss: 1.3127... Generator Loss: 0.6082 Epoch 1/1... Discriminator Loss: 1.1821... Generator Loss: 0.5735 Epoch 1/1... Discriminator Loss: 1.2603... Generator Loss: 1.0587 Epoch 1/1... Discriminator Loss: 1.3129... Generator Loss: 0.6163 Epoch 1/1... Discriminator Loss: 1.3691... Generator Loss: 0.4581 Epoch 1/1... Discriminator Loss: 1.5763... Generator Loss: 1.3755 Epoch 1/1... Discriminator Loss: 1.6576... Generator Loss: 0.3395 Epoch 1/1... Discriminator Loss: 1.2459... Generator Loss: 0.7531 Epoch 1/1... Discriminator Loss: 1.3407... Generator Loss: 0.6894 Epoch 1/1... Discriminator Loss: 1.2802... Generator Loss: 0.5034 Epoch 1/1... Discriminator Loss: 1.2673... Generator Loss: 0.6661 Epoch 1/1... Discriminator Loss: 1.3781... Generator Loss: 1.5137 Epoch 1/1... Discriminator Loss: 1.4202... Generator Loss: 0.5025 Epoch 1/1... Discriminator Loss: 1.3676... Generator Loss: 0.6397 Epoch 1/1... Discriminator Loss: 1.2875... Generator Loss: 1.1427 Epoch 1/1... Discriminator Loss: 1.1867... Generator Loss: 0.4903
Epoch 1/1... Discriminator Loss: 1.4896... Generator Loss: 0.4796 Epoch 1/1... Discriminator Loss: 1.1739... Generator Loss: 1.0352 Epoch 1/1... Discriminator Loss: 1.1617... Generator Loss: 0.6112 Epoch 1/1... Discriminator Loss: 1.2764... Generator Loss: 0.8287 Epoch 1/1... Discriminator Loss: 1.2001... Generator Loss: 0.7586 Epoch 1/1... Discriminator Loss: 1.1750... Generator Loss: 0.8518 Epoch 1/1... Discriminator Loss: 1.2447... Generator Loss: 0.7429 Epoch 1/1... Discriminator Loss: 1.3350... Generator Loss: 0.5859 Epoch 1/1... Discriminator Loss: 1.2136... Generator Loss: 0.7224 Epoch 1/1... Discriminator Loss: 1.1044... Generator Loss: 0.5679 Epoch 1/1... Discriminator Loss: 1.4139... Generator Loss: 0.8850 Epoch 1/1... Discriminator Loss: 1.3479... Generator Loss: 0.7358 Epoch 1/1... Discriminator Loss: 1.4255... Generator Loss: 0.6352 Epoch 1/1... Discriminator Loss: 1.3404... Generator Loss: 0.6205 Epoch 1/1... Discriminator Loss: 1.2445... Generator Loss: 0.6379 Epoch 1/1... Discriminator Loss: 1.2901... Generator Loss: 0.6112 Epoch 1/1... Discriminator Loss: 1.2670... Generator Loss: 0.7940 Epoch 1/1... Discriminator Loss: 1.2169... Generator Loss: 0.6868 Epoch 1/1... Discriminator Loss: 1.2659... Generator Loss: 0.6707 Epoch 1/1... Discriminator Loss: 1.2720... Generator Loss: 0.7120
Epoch 1/1... Discriminator Loss: 1.1810... Generator Loss: 0.5724 Epoch 1/1... Discriminator Loss: 1.2227... Generator Loss: 0.7219 Epoch 1/1... Discriminator Loss: 1.0388... Generator Loss: 0.6566 Epoch 1/1... Discriminator Loss: 1.1032... Generator Loss: 0.8450 Epoch 1/1... Discriminator Loss: 1.5919... Generator Loss: 0.5203 Epoch 1/1... Discriminator Loss: 1.4064... Generator Loss: 0.6338 Epoch 1/1... Discriminator Loss: 1.4878... Generator Loss: 1.1343 Epoch 1/1... Discriminator Loss: 1.5925... Generator Loss: 0.3550 Epoch 1/1... Discriminator Loss: 1.3582... Generator Loss: 1.0628 Epoch 1/1... Discriminator Loss: 1.3802... Generator Loss: 0.6107 Epoch 1/1... Discriminator Loss: 1.2268... Generator Loss: 0.5124 Epoch 1/1... Discriminator Loss: 1.3042... Generator Loss: 0.8087 Epoch 1/1... Discriminator Loss: 1.1555... Generator Loss: 0.6100 Epoch 1/1... Discriminator Loss: 1.1483... Generator Loss: 0.6400 Epoch 1/1... Discriminator Loss: 1.2745... Generator Loss: 0.6002 Epoch 1/1... Discriminator Loss: 1.1518... Generator Loss: 0.5905 Epoch 1/1... Discriminator Loss: 1.5323... Generator Loss: 0.6010 Epoch 1/1... Discriminator Loss: 1.5385... Generator Loss: 0.9996 Epoch 1/1... Discriminator Loss: 1.4202... Generator Loss: 0.6397 Epoch 1/1... Discriminator Loss: 1.3877... Generator Loss: 0.5765
Epoch 1/1... Discriminator Loss: 1.2973... Generator Loss: 0.7249 Epoch 1/1... Discriminator Loss: 1.3260... Generator Loss: 0.9977 Epoch 1/1... Discriminator Loss: 1.3449... Generator Loss: 0.7283 Epoch 1/1... Discriminator Loss: 1.1380... Generator Loss: 0.7289 Epoch 1/1... Discriminator Loss: 1.1953... Generator Loss: 0.5669 Epoch 1/1... Discriminator Loss: 1.2794... Generator Loss: 0.6007 Epoch 1/1... Discriminator Loss: 1.1497... Generator Loss: 0.6515 Epoch 1/1... Discriminator Loss: 0.9500... Generator Loss: 0.7255 Epoch 1/1... Discriminator Loss: 1.1937... Generator Loss: 0.6994 Epoch 1/1... Discriminator Loss: 1.3834... Generator Loss: 0.6520 Epoch 1/1... Discriminator Loss: 1.1565... Generator Loss: 0.7276 Epoch 1/1... Discriminator Loss: 1.2467... Generator Loss: 0.6368 Epoch 1/1... Discriminator Loss: 1.4199... Generator Loss: 1.0453 Epoch 1/1... Discriminator Loss: 1.1047... Generator Loss: 0.5487 Epoch 1/1... Discriminator Loss: 1.3736... Generator Loss: 0.5503 Epoch 1/1... Discriminator Loss: 1.2792... Generator Loss: 0.8568 Epoch 1/1... Discriminator Loss: 1.3460... Generator Loss: 0.8883 Epoch 1/1... Discriminator Loss: 1.4033... Generator Loss: 0.6488 Epoch 1/1... Discriminator Loss: 1.4252... Generator Loss: 0.4894 Epoch 1/1... Discriminator Loss: 1.2489... Generator Loss: 1.0385
Epoch 1/1... Discriminator Loss: 1.4465... Generator Loss: 0.4110 Epoch 1/1... Discriminator Loss: 1.1260... Generator Loss: 0.8442 Epoch 1/1... Discriminator Loss: 1.3358... Generator Loss: 0.6052 Epoch 1/1... Discriminator Loss: 1.5906... Generator Loss: 0.3482 Epoch 1/1... Discriminator Loss: 1.6313... Generator Loss: 1.5136 Epoch 1/1... Discriminator Loss: 1.3222... Generator Loss: 1.0232 Epoch 1/1... Discriminator Loss: 1.4059... Generator Loss: 0.5830 Epoch 1/1... Discriminator Loss: 1.3142... Generator Loss: 0.7730 Epoch 1/1... Discriminator Loss: 1.2675... Generator Loss: 0.6476 Epoch 1/1... Discriminator Loss: 1.2599... Generator Loss: 0.7689 Epoch 1/1... Discriminator Loss: 1.2953... Generator Loss: 0.5835 Epoch 1/1... Discriminator Loss: 1.2775... Generator Loss: 0.5732 Epoch 1/1... Discriminator Loss: 1.3945... Generator Loss: 0.7945 Epoch 1/1... Discriminator Loss: 1.3252... Generator Loss: 0.9362 Epoch 1/1... Discriminator Loss: 1.4076... Generator Loss: 0.7028 Epoch 1/1... Discriminator Loss: 1.1159... Generator Loss: 0.5860 Epoch 1/1... Discriminator Loss: 1.2913... Generator Loss: 0.6562 Epoch 1/1... Discriminator Loss: 1.0954... Generator Loss: 0.6814 Epoch 1/1... Discriminator Loss: 1.2665... Generator Loss: 0.7695 Epoch 1/1... Discriminator Loss: 1.3852... Generator Loss: 0.5610
Epoch 1/1... Discriminator Loss: 1.3530... Generator Loss: 0.6674 Epoch 1/1... Discriminator Loss: 1.2794... Generator Loss: 1.0213 Epoch 1/1... Discriminator Loss: 1.3407... Generator Loss: 0.6721 Epoch 1/1... Discriminator Loss: 1.2951... Generator Loss: 0.6001 Epoch 1/1... Discriminator Loss: 1.2422... Generator Loss: 0.7992 Epoch 1/1... Discriminator Loss: 1.3350... Generator Loss: 0.7288 Epoch 1/1... Discriminator Loss: 1.2318... Generator Loss: 0.7057 Epoch 1/1... Discriminator Loss: 1.1799... Generator Loss: 0.6859 Epoch 1/1... Discriminator Loss: 1.3287... Generator Loss: 0.6045 Epoch 1/1... Discriminator Loss: 1.1608... Generator Loss: 0.6689 Epoch 1/1... Discriminator Loss: 1.2866... Generator Loss: 0.8680 Epoch 1/1... Discriminator Loss: 1.1946... Generator Loss: 0.5082 Epoch 1/1... Discriminator Loss: 1.2975... Generator Loss: 1.0765 Epoch 1/1... Discriminator Loss: 1.6991... Generator Loss: 0.2573 Epoch 1/1... Discriminator Loss: 1.7217... Generator Loss: 0.4582 Epoch 1/1... Discriminator Loss: 1.7103... Generator Loss: 1.2364 Epoch 1/1... Discriminator Loss: 1.8790... Generator Loss: 0.2236 Epoch 1/1... Discriminator Loss: 1.3793... Generator Loss: 1.0596 Epoch 1/1... Discriminator Loss: 1.3328... Generator Loss: 0.7174 Epoch 1/1... Discriminator Loss: 1.4649... Generator Loss: 0.5643
Epoch 1/1... Discriminator Loss: 1.4362... Generator Loss: 0.7127 Epoch 1/1... Discriminator Loss: 1.5873... Generator Loss: 0.5764 Epoch 1/1... Discriminator Loss: 1.2840... Generator Loss: 0.8848 Epoch 1/1... Discriminator Loss: 1.3240... Generator Loss: 0.5592 Epoch 1/1... Discriminator Loss: 1.2747... Generator Loss: 0.6769 Epoch 1/1... Discriminator Loss: 1.1717... Generator Loss: 0.7622 Epoch 1/1... Discriminator Loss: 1.3040... Generator Loss: 0.7118 Epoch 1/1... Discriminator Loss: 1.3438... Generator Loss: 0.7078 Epoch 1/1... Discriminator Loss: 1.4221... Generator Loss: 0.6926 Epoch 1/1... Discriminator Loss: 1.3277... Generator Loss: 0.6607 Epoch 1/1... Discriminator Loss: 1.2438... Generator Loss: 0.6162 Epoch 1/1... Discriminator Loss: 1.1547... Generator Loss: 0.6314 Epoch 1/1... Discriminator Loss: 1.3408... Generator Loss: 0.7800 Epoch 1/1... Discriminator Loss: 1.2697... Generator Loss: 0.8251 Epoch 1/1... Discriminator Loss: 1.3470... Generator Loss: 0.4290 Epoch 1/1... Discriminator Loss: 1.5182... Generator Loss: 0.4141 Epoch 1/1... Discriminator Loss: 1.2880... Generator Loss: 0.9191 Epoch 1/1... Discriminator Loss: 1.2841... Generator Loss: 0.8924 Epoch 1/1... Discriminator Loss: 1.4084... Generator Loss: 0.5286 Epoch 1/1... Discriminator Loss: 1.3220... Generator Loss: 0.5878
Epoch 1/1... Discriminator Loss: 1.2732... Generator Loss: 0.7055 Epoch 1/1... Discriminator Loss: 1.4109... Generator Loss: 0.7918 Epoch 1/1... Discriminator Loss: 1.3847... Generator Loss: 0.6494 Epoch 1/1... Discriminator Loss: 1.2714... Generator Loss: 0.7866 Epoch 1/1... Discriminator Loss: 1.3532... Generator Loss: 0.9420 Epoch 1/1... Discriminator Loss: 1.1814... Generator Loss: 0.8037 Epoch 1/1... Discriminator Loss: 1.3626... Generator Loss: 0.5846 Epoch 1/1... Discriminator Loss: 1.3056... Generator Loss: 0.4669 Epoch 1/1... Discriminator Loss: 1.2139... Generator Loss: 0.7685 Epoch 1/1... Discriminator Loss: 1.2932... Generator Loss: 0.8823 Epoch 1/1... Discriminator Loss: 1.2875... Generator Loss: 0.4624 Epoch 1/1... Discriminator Loss: 1.2183... Generator Loss: 0.5617 Epoch 1/1... Discriminator Loss: 1.4452... Generator Loss: 1.4947 Epoch 1/1... Discriminator Loss: 1.3165... Generator Loss: 0.7823 Epoch 1/1... Discriminator Loss: 1.3795... Generator Loss: 0.4384 Epoch 1/1... Discriminator Loss: 1.2555... Generator Loss: 0.5560 Epoch 1/1... Discriminator Loss: 1.2274... Generator Loss: 0.6697 Epoch 1/1... Discriminator Loss: 1.3674... Generator Loss: 0.7542 Epoch 1/1... Discriminator Loss: 1.3298... Generator Loss: 0.9626 Epoch 1/1... Discriminator Loss: 1.3243... Generator Loss: 0.7097
Epoch 1/1... Discriminator Loss: 1.2994... Generator Loss: 0.5586 Epoch 1/1... Discriminator Loss: 1.1082... Generator Loss: 0.7431 Epoch 1/1... Discriminator Loss: 0.9687... Generator Loss: 0.6916 Epoch 1/1... Discriminator Loss: 1.3861... Generator Loss: 0.7196 Epoch 1/1... Discriminator Loss: 1.2801... Generator Loss: 0.6942 Epoch 1/1... Discriminator Loss: 1.3231... Generator Loss: 0.7019 Epoch 1/1... Discriminator Loss: 1.3861... Generator Loss: 0.5623 Epoch 1/1... Discriminator Loss: 1.4371... Generator Loss: 0.8665 Epoch 1/1... Discriminator Loss: 1.4417... Generator Loss: 0.7849 Epoch 1/1... Discriminator Loss: 1.4466... Generator Loss: 0.4083 Epoch 1/1... Discriminator Loss: 1.2949... Generator Loss: 0.5924 Epoch 1/1... Discriminator Loss: 1.4277... Generator Loss: 1.2564 Epoch 1/1... Discriminator Loss: 1.3713... Generator Loss: 0.8253 Epoch 1/1... Discriminator Loss: 1.2886... Generator Loss: 0.5782 Epoch 1/1... Discriminator Loss: 1.2059... Generator Loss: 0.7475 Epoch 1/1... Discriminator Loss: 1.2394... Generator Loss: 0.8674 Epoch 1/1... Discriminator Loss: 1.1518... Generator Loss: 0.8017 Epoch 1/1... Discriminator Loss: 1.2223... Generator Loss: 0.5475 Epoch 1/1... Discriminator Loss: 1.1848... Generator Loss: 0.5762 Epoch 1/1... Discriminator Loss: 1.1424... Generator Loss: 0.8596
Epoch 1/1... Discriminator Loss: 1.3557... Generator Loss: 0.5772 Epoch 1/1... Discriminator Loss: 1.3014... Generator Loss: 0.6324 Epoch 1/1... Discriminator Loss: 1.4042... Generator Loss: 0.6699 Epoch 1/1... Discriminator Loss: 1.1992... Generator Loss: 0.5666 Epoch 1/1... Discriminator Loss: 1.3413... Generator Loss: 1.2447 Epoch 1/1... Discriminator Loss: 1.2367... Generator Loss: 0.5110 Epoch 1/1... Discriminator Loss: 1.1714... Generator Loss: 0.7322 Epoch 1/1... Discriminator Loss: 1.3184... Generator Loss: 0.8329 Epoch 1/1... Discriminator Loss: 1.2677... Generator Loss: 0.8249 Epoch 1/1... Discriminator Loss: 1.3136... Generator Loss: 0.4053 Epoch 1/1... Discriminator Loss: 1.4705... Generator Loss: 1.4057 Epoch 1/1... Discriminator Loss: 1.0500... Generator Loss: 0.7682 Epoch 1/1... Discriminator Loss: 1.1527... Generator Loss: 0.5958 Epoch 1/1... Discriminator Loss: 1.0798... Generator Loss: 0.7975 Epoch 1/1... Discriminator Loss: 1.1936... Generator Loss: 0.8731 Epoch 1/1... Discriminator Loss: 1.3661... Generator Loss: 0.7162 Epoch 1/1... Discriminator Loss: 1.2236... Generator Loss: 0.8950 Epoch 1/1... Discriminator Loss: 1.1515... Generator Loss: 0.6794 Epoch 1/1... Discriminator Loss: 1.1266... Generator Loss: 0.6597 Epoch 1/1... Discriminator Loss: 1.3325... Generator Loss: 1.0374
Epoch 1/1... Discriminator Loss: 1.5697... Generator Loss: 0.3814 Epoch 1/1... Discriminator Loss: 1.2959... Generator Loss: 0.9191 Epoch 1/1... Discriminator Loss: 1.3603... Generator Loss: 0.7853 Epoch 1/1... Discriminator Loss: 1.2207... Generator Loss: 0.4857 Epoch 1/1... Discriminator Loss: 1.2072... Generator Loss: 0.8150 Epoch 1/1... Discriminator Loss: 1.1653... Generator Loss: 0.7281 Epoch 1/1... Discriminator Loss: 1.2388... Generator Loss: 0.6167 Epoch 1/1... Discriminator Loss: 1.0244... Generator Loss: 0.7790 Epoch 1/1... Discriminator Loss: 1.0079... Generator Loss: 0.6856 Epoch 1/1... Discriminator Loss: 1.1372... Generator Loss: 0.8257 Epoch 1/1... Discriminator Loss: 1.2909... Generator Loss: 0.9680 Epoch 1/1... Discriminator Loss: 1.3051... Generator Loss: 0.7114 Epoch 1/1... Discriminator Loss: 1.3643... Generator Loss: 0.4782 Epoch 1/1... Discriminator Loss: 1.3401... Generator Loss: 0.9264 Epoch 1/1... Discriminator Loss: 1.2892... Generator Loss: 0.5914 Epoch 1/1... Discriminator Loss: 1.3410... Generator Loss: 0.4561 Epoch 1/1... Discriminator Loss: 1.5277... Generator Loss: 1.0981 Epoch 1/1... Discriminator Loss: 1.3697... Generator Loss: 0.6067 Epoch 1/1... Discriminator Loss: 1.2676... Generator Loss: 0.7428 Epoch 1/1... Discriminator Loss: 1.2406... Generator Loss: 0.8003
Epoch 1/1... Discriminator Loss: 1.3295... Generator Loss: 0.5510 Epoch 1/1... Discriminator Loss: 1.2518... Generator Loss: 0.7231 Epoch 1/1... Discriminator Loss: 1.4144... Generator Loss: 0.6915 Epoch 1/1... Discriminator Loss: 1.4798... Generator Loss: 0.7424 Epoch 1/1... Discriminator Loss: 1.2015... Generator Loss: 0.5783 Epoch 1/1... Discriminator Loss: 1.1078... Generator Loss: 0.6039 Epoch 1/1... Discriminator Loss: 1.3211... Generator Loss: 0.8254 Epoch 1/1... Discriminator Loss: 1.1614... Generator Loss: 0.8906 Epoch 1/1... Discriminator Loss: 1.1028... Generator Loss: 0.6395 Epoch 1/1... Discriminator Loss: 1.2135... Generator Loss: 0.5429 Epoch 1/1... Discriminator Loss: 1.0576... Generator Loss: 0.7787 Epoch 1/1... Discriminator Loss: 1.4122... Generator Loss: 0.8919 Epoch 1/1... Discriminator Loss: 1.5264... Generator Loss: 0.6563 Epoch 1/1... Discriminator Loss: 1.3392... Generator Loss: 0.6001 Epoch 1/1... Discriminator Loss: 1.2853... Generator Loss: 0.7659 Epoch 1/1... Discriminator Loss: 1.2339... Generator Loss: 0.6885 Epoch 1/1... Discriminator Loss: 1.2471... Generator Loss: 0.7001 Epoch 1/1... Discriminator Loss: 1.2328... Generator Loss: 0.7723 Epoch 1/1... Discriminator Loss: 1.2833... Generator Loss: 0.6465 Epoch 1/1... Discriminator Loss: 1.1452... Generator Loss: 0.6064
Epoch 1/1... Discriminator Loss: 1.2257... Generator Loss: 0.8228 Epoch 1/1... Discriminator Loss: 1.3277... Generator Loss: 0.5729 Epoch 1/1... Discriminator Loss: 1.1825... Generator Loss: 1.2117 Epoch 1/1... Discriminator Loss: 1.5712... Generator Loss: 0.4506 Epoch 1/1... Discriminator Loss: 1.2647... Generator Loss: 0.8342 Epoch 1/1... Discriminator Loss: 1.2911... Generator Loss: 0.6222 Epoch 1/1... Discriminator Loss: 1.2026... Generator Loss: 0.6400 Epoch 1/1... Discriminator Loss: 1.5025... Generator Loss: 1.0973 Epoch 1/1... Discriminator Loss: 1.3659... Generator Loss: 0.5831 Epoch 1/1... Discriminator Loss: 1.2408... Generator Loss: 0.5557 Epoch 1/1... Discriminator Loss: 1.3752... Generator Loss: 0.7120 Epoch 1/1... Discriminator Loss: 1.2588... Generator Loss: 0.8308 Epoch 1/1... Discriminator Loss: 1.2887... Generator Loss: 0.6542 Epoch 1/1... Discriminator Loss: 1.2354... Generator Loss: 0.7047 Epoch 1/1... Discriminator Loss: 1.2570... Generator Loss: 0.7315 Epoch 1/1... Discriminator Loss: 1.3044... Generator Loss: 0.7015 Epoch 1/1... Discriminator Loss: 1.1887... Generator Loss: 0.5944 Epoch 1/1... Discriminator Loss: 1.2042... Generator Loss: 0.5795 Epoch 1/1... Discriminator Loss: 1.0165... Generator Loss: 0.7684 Epoch 1/1... Discriminator Loss: 1.0983... Generator Loss: 0.6652
Epoch 1/1... Discriminator Loss: 1.2741... Generator Loss: 1.0521 Epoch 1/1... Discriminator Loss: 1.7404... Generator Loss: 0.2653 Epoch 1/1... Discriminator Loss: 1.3409... Generator Loss: 1.1992 Epoch 1/1... Discriminator Loss: 1.5156... Generator Loss: 0.6308 Epoch 1/1... Discriminator Loss: 1.3767... Generator Loss: 0.5475 Epoch 1/1... Discriminator Loss: 1.3968... Generator Loss: 1.0079 Epoch 1/1... Discriminator Loss: 1.3614... Generator Loss: 0.7288 Epoch 1/1... Discriminator Loss: 1.3050... Generator Loss: 0.4724 Epoch 1/1... Discriminator Loss: 1.3413... Generator Loss: 0.7096 Epoch 1/1... Discriminator Loss: 1.1795... Generator Loss: 0.6175 Epoch 1/1... Discriminator Loss: 1.3400... Generator Loss: 0.7501 Epoch 1/1... Discriminator Loss: 1.2262... Generator Loss: 0.6671 Epoch 1/1... Discriminator Loss: 1.2332... Generator Loss: 0.7835 Epoch 1/1... Discriminator Loss: 1.3228... Generator Loss: 0.7086 Epoch 1/1... Discriminator Loss: 1.3302... Generator Loss: 0.5097 Epoch 1/1... Discriminator Loss: 1.2248... Generator Loss: 0.6706 Epoch 1/1... Discriminator Loss: 1.2553... Generator Loss: 0.6940 Epoch 1/1... Discriminator Loss: 1.3804... Generator Loss: 0.7764 Epoch 1/1... Discriminator Loss: 1.5357... Generator Loss: 0.5420 Epoch 1/1... Discriminator Loss: 1.5281... Generator Loss: 0.3879
Epoch 1/1... Discriminator Loss: 1.5137... Generator Loss: 1.4156 Epoch 1/1... Discriminator Loss: 1.3298... Generator Loss: 0.4586 Epoch 1/1... Discriminator Loss: 1.2181... Generator Loss: 0.8163 Epoch 1/1... Discriminator Loss: 1.2456... Generator Loss: 0.7864 Epoch 1/1... Discriminator Loss: 1.3001... Generator Loss: 0.4986 Epoch 1/1... Discriminator Loss: 1.2849... Generator Loss: 0.8359 Epoch 1/1... Discriminator Loss: 1.3058... Generator Loss: 0.6367 Epoch 1/1... Discriminator Loss: 1.4368... Generator Loss: 0.7069 Epoch 1/1... Discriminator Loss: 1.3395... Generator Loss: 0.7772 Epoch 1/1... Discriminator Loss: 1.3296... Generator Loss: 0.4589 Epoch 1/1... Discriminator Loss: 1.0817... Generator Loss: 0.6271 Epoch 1/1... Discriminator Loss: 1.4860... Generator Loss: 1.0717 Epoch 1/1... Discriminator Loss: 1.2999... Generator Loss: 0.6281 Epoch 1/1... Discriminator Loss: 1.3077... Generator Loss: 0.5613 Epoch 1/1... Discriminator Loss: 1.3424... Generator Loss: 0.7498 Epoch 1/1... Discriminator Loss: 1.1586... Generator Loss: 0.7707 Epoch 1/1... Discriminator Loss: 1.2814... Generator Loss: 0.7030 Epoch 1/1... Discriminator Loss: 1.3283... Generator Loss: 0.7005 Epoch 1/1... Discriminator Loss: 1.2003... Generator Loss: 0.6530 Epoch 1/1... Discriminator Loss: 1.3245... Generator Loss: 0.7694
Epoch 1/1... Discriminator Loss: 1.2387... Generator Loss: 0.4983 Epoch 1/1... Discriminator Loss: 1.2931... Generator Loss: 0.7363 Epoch 1/1... Discriminator Loss: 1.3394... Generator Loss: 0.6989 Epoch 1/1... Discriminator Loss: 1.2703... Generator Loss: 0.5444 Epoch 1/1... Discriminator Loss: 1.3744... Generator Loss: 0.6711 Epoch 1/1... Discriminator Loss: 1.3431... Generator Loss: 0.7124 Epoch 1/1... Discriminator Loss: 1.3686... Generator Loss: 0.8645 Epoch 1/1... Discriminator Loss: 1.3675... Generator Loss: 0.5424 Epoch 1/1... Discriminator Loss: 1.3924... Generator Loss: 0.5148 Epoch 1/1... Discriminator Loss: 1.5584... Generator Loss: 1.0558 Epoch 1/1... Discriminator Loss: 1.3238... Generator Loss: 0.5100 Epoch 1/1... Discriminator Loss: 1.2126... Generator Loss: 0.4820 Epoch 1/1... Discriminator Loss: 1.0023... Generator Loss: 0.6873 Epoch 1/1... Discriminator Loss: 1.2060... Generator Loss: 0.8472 Epoch 1/1... Discriminator Loss: 1.3916... Generator Loss: 0.7034 Epoch 1/1... Discriminator Loss: 1.4072... Generator Loss: 0.4617 Epoch 1/1... Discriminator Loss: 1.2934... Generator Loss: 0.8194 Epoch 1/1... Discriminator Loss: 1.4065... Generator Loss: 0.4725 Epoch 1/1... Discriminator Loss: 1.4061... Generator Loss: 1.1135 Epoch 1/1... Discriminator Loss: 1.3591... Generator Loss: 0.4848
Epoch 1/1... Discriminator Loss: 1.2582... Generator Loss: 0.7394 Epoch 1/1... Discriminator Loss: 1.2727... Generator Loss: 0.9987 Epoch 1/1... Discriminator Loss: 1.3379... Generator Loss: 0.7482 Epoch 1/1... Discriminator Loss: 1.3790... Generator Loss: 0.4328 Epoch 1/1... Discriminator Loss: 1.1417... Generator Loss: 0.9451 Epoch 1/1... Discriminator Loss: 1.2559... Generator Loss: 0.8123 Epoch 1/1... Discriminator Loss: 1.5247... Generator Loss: 0.4041 Epoch 1/1... Discriminator Loss: 1.3775... Generator Loss: 1.0450 Epoch 1/1... Discriminator Loss: 1.2613... Generator Loss: 0.8729 Epoch 1/1... Discriminator Loss: 1.2970... Generator Loss: 0.5426 Epoch 1/1... Discriminator Loss: 1.2217... Generator Loss: 0.6851 Epoch 1/1... Discriminator Loss: 1.2216... Generator Loss: 1.0306 Epoch 1/1... Discriminator Loss: 1.2108... Generator Loss: 0.7553 Epoch 1/1... Discriminator Loss: 1.2099... Generator Loss: 0.7378 Epoch 1/1... Discriminator Loss: 1.1865... Generator Loss: 0.5916 Epoch 1/1... Discriminator Loss: 1.2002... Generator Loss: 0.8466 Epoch 1/1... Discriminator Loss: 1.1276... Generator Loss: 1.0185 Epoch 1/1... Discriminator Loss: 1.4410... Generator Loss: 0.4281 Epoch 1/1... Discriminator Loss: 1.2647... Generator Loss: 0.8265 Epoch 1/1... Discriminator Loss: 1.2072... Generator Loss: 0.8596
Epoch 1/1... Discriminator Loss: 1.4166... Generator Loss: 0.6084 Epoch 1/1... Discriminator Loss: 1.2999... Generator Loss: 0.5842 Epoch 1/1... Discriminator Loss: 1.2408... Generator Loss: 0.5736 Epoch 1/1... Discriminator Loss: 1.3290... Generator Loss: 0.7150 Epoch 1/1... Discriminator Loss: 1.1696... Generator Loss: 0.7159 Epoch 1/1... Discriminator Loss: 1.1891... Generator Loss: 0.6502 Epoch 1/1... Discriminator Loss: 1.3031... Generator Loss: 0.6398 Epoch 1/1... Discriminator Loss: 1.0635... Generator Loss: 0.5458 Epoch 1/1... Discriminator Loss: 1.4102... Generator Loss: 0.4968 Epoch 1/1... Discriminator Loss: 1.3619... Generator Loss: 0.6950 Epoch 1/1... Discriminator Loss: 1.1897... Generator Loss: 0.6732 Epoch 1/1... Discriminator Loss: 1.2099... Generator Loss: 0.8606 Epoch 1/1... Discriminator Loss: 1.5623... Generator Loss: 0.3468 Epoch 1/1... Discriminator Loss: 1.6777... Generator Loss: 1.0205 Epoch 1/1... Discriminator Loss: 1.5895... Generator Loss: 0.4398 Epoch 1/1... Discriminator Loss: 1.5321... Generator Loss: 0.9574 Epoch 1/1... Discriminator Loss: 1.1359... Generator Loss: 0.6077 Epoch 1/1... Discriminator Loss: 1.4893... Generator Loss: 0.4573 Epoch 1/1... Discriminator Loss: 1.3152... Generator Loss: 0.8605 Epoch 1/1... Discriminator Loss: 1.4041... Generator Loss: 0.6569
Epoch 1/1... Discriminator Loss: 1.4136... Generator Loss: 0.7067 Epoch 1/1... Discriminator Loss: 1.2607... Generator Loss: 0.9323 Epoch 1/1... Discriminator Loss: 1.3109... Generator Loss: 0.5596 Epoch 1/1... Discriminator Loss: 1.2283... Generator Loss: 0.6214 Epoch 1/1... Discriminator Loss: 1.1673... Generator Loss: 0.9247 Epoch 1/1... Discriminator Loss: 1.2930... Generator Loss: 0.4990 Epoch 1/1... Discriminator Loss: 1.1330... Generator Loss: 0.6276 Epoch 1/1... Discriminator Loss: 1.3243... Generator Loss: 0.9971 Epoch 1/1... Discriminator Loss: 1.3666... Generator Loss: 0.5116 Epoch 1/1... Discriminator Loss: 1.3422... Generator Loss: 0.5085 Epoch 1/1... Discriminator Loss: 1.3118... Generator Loss: 1.0606 Epoch 1/1... Discriminator Loss: 1.2862... Generator Loss: 0.6476 Epoch 1/1... Discriminator Loss: 1.2539... Generator Loss: 0.7401 Epoch 1/1... Discriminator Loss: 1.2862... Generator Loss: 0.5929 Epoch 1/1... Discriminator Loss: 1.3176... Generator Loss: 0.7823 Epoch 1/1... Discriminator Loss: 1.2449... Generator Loss: 0.5510 Epoch 1/1... Discriminator Loss: 1.2718... Generator Loss: 0.7217 Epoch 1/1... Discriminator Loss: 1.3537... Generator Loss: 0.7401 Epoch 1/1... Discriminator Loss: 1.2899... Generator Loss: 0.6040 Epoch 1/1... Discriminator Loss: 1.2239... Generator Loss: 0.7306
Epoch 1/1... Discriminator Loss: 1.2109... Generator Loss: 0.7048 Epoch 1/1... Discriminator Loss: 1.3168... Generator Loss: 0.5223 Epoch 1/1... Discriminator Loss: 1.3157... Generator Loss: 0.7150 Epoch 1/1... Discriminator Loss: 1.3473... Generator Loss: 0.8098 Epoch 1/1... Discriminator Loss: 1.2883... Generator Loss: 0.9088 Epoch 1/1... Discriminator Loss: 1.5118... Generator Loss: 0.3999 Epoch 1/1... Discriminator Loss: 1.2641... Generator Loss: 0.9484 Epoch 1/1... Discriminator Loss: 1.2686... Generator Loss: 0.7293 Epoch 1/1... Discriminator Loss: 1.2260... Generator Loss: 0.4916 Epoch 1/1... Discriminator Loss: 1.2358... Generator Loss: 0.7401 Epoch 1/1... Discriminator Loss: 1.1480... Generator Loss: 0.6479 Epoch 1/1... Discriminator Loss: 1.4327... Generator Loss: 0.8287 Epoch 1/1... Discriminator Loss: 1.2859... Generator Loss: 0.5039 Epoch 1/1... Discriminator Loss: 1.3737... Generator Loss: 0.7508 Epoch 1/1... Discriminator Loss: 1.3804... Generator Loss: 0.8210 Epoch 1/1... Discriminator Loss: 1.4266... Generator Loss: 0.7476 Epoch 1/1... Discriminator Loss: 1.4566... Generator Loss: 0.7648 Epoch 1/1... Discriminator Loss: 1.4729... Generator Loss: 0.3994 Epoch 1/1... Discriminator Loss: 1.2505... Generator Loss: 0.9908 Epoch 1/1... Discriminator Loss: 1.2346... Generator Loss: 0.5850
Epoch 1/1... Discriminator Loss: 1.2021... Generator Loss: 0.7205 Epoch 1/1... Discriminator Loss: 1.1155... Generator Loss: 0.6966 Epoch 1/1... Discriminator Loss: 1.2568... Generator Loss: 0.7074 Epoch 1/1... Discriminator Loss: 1.2176... Generator Loss: 0.6635 Epoch 1/1... Discriminator Loss: 1.1684... Generator Loss: 0.6920 Epoch 1/1... Discriminator Loss: 1.3605... Generator Loss: 0.8634 Epoch 1/1... Discriminator Loss: 1.3390... Generator Loss: 0.6057 Epoch 1/1... Discriminator Loss: 1.3581... Generator Loss: 0.6829 Epoch 1/1... Discriminator Loss: 1.2972... Generator Loss: 0.6615 Epoch 1/1... Discriminator Loss: 1.3514... Generator Loss: 0.9352 Epoch 1/1... Discriminator Loss: 1.2653... Generator Loss: 0.6080 Epoch 1/1... Discriminator Loss: 1.3673... Generator Loss: 0.5831 Epoch 1/1... Discriminator Loss: 1.3294... Generator Loss: 0.8047 Epoch 1/1... Discriminator Loss: 1.2082... Generator Loss: 0.6303 Epoch 1/1... Discriminator Loss: 1.1105... Generator Loss: 0.5579 Epoch 1/1... Discriminator Loss: 1.2109... Generator Loss: 0.8337 Epoch 1/1... Discriminator Loss: 1.2983... Generator Loss: 0.7717 Epoch 1/1... Discriminator Loss: 1.4296... Generator Loss: 0.5490 Epoch 1/1... Discriminator Loss: 1.3497... Generator Loss: 0.5866 Epoch 1/1... Discriminator Loss: 1.4087... Generator Loss: 0.8492
Epoch 1/1... Discriminator Loss: 1.4124... Generator Loss: 0.4220 Epoch 1/1... Discriminator Loss: 1.2727... Generator Loss: 1.0122 Epoch 1/1... Discriminator Loss: 1.2394... Generator Loss: 1.1553 Epoch 1/1... Discriminator Loss: 1.3229... Generator Loss: 0.5916 Epoch 1/1... Discriminator Loss: 1.2741... Generator Loss: 0.6013 Epoch 1/1... Discriminator Loss: 1.1820... Generator Loss: 0.7537 Epoch 1/1... Discriminator Loss: 1.1661... Generator Loss: 0.6532 Epoch 1/1... Discriminator Loss: 1.3635... Generator Loss: 0.6380 Epoch 1/1... Discriminator Loss: 1.1225... Generator Loss: 0.6874 Epoch 1/1... Discriminator Loss: 1.3658... Generator Loss: 0.8129 Epoch 1/1... Discriminator Loss: 1.3406... Generator Loss: 0.5768 Epoch 1/1... Discriminator Loss: 1.1586... Generator Loss: 0.7192 Epoch 1/1... Discriminator Loss: 1.3036... Generator Loss: 0.6424 Epoch 1/1... Discriminator Loss: 1.3788... Generator Loss: 0.9324 Epoch 1/1... Discriminator Loss: 1.3903... Generator Loss: 0.5327 Epoch 1/1... Discriminator Loss: 1.3427... Generator Loss: 0.7104 Epoch 1/1... Discriminator Loss: 1.2290... Generator Loss: 0.6221 Epoch 1/1... Discriminator Loss: 1.2522... Generator Loss: 0.6467 Epoch 1/1... Discriminator Loss: 1.5166... Generator Loss: 1.0688 Epoch 1/1... Discriminator Loss: 1.3585... Generator Loss: 0.6051
Epoch 1/1... Discriminator Loss: 1.3955... Generator Loss: 0.7343 Epoch 1/1... Discriminator Loss: 1.3317... Generator Loss: 0.5484 Epoch 1/1... Discriminator Loss: 1.2901... Generator Loss: 0.5613 Epoch 1/1... Discriminator Loss: 1.2574... Generator Loss: 0.7187 Epoch 1/1... Discriminator Loss: 1.2930... Generator Loss: 0.6088 Epoch 1/1... Discriminator Loss: 1.2450... Generator Loss: 0.8764 Epoch 1/1... Discriminator Loss: 1.2871... Generator Loss: 0.6215 Epoch 1/1... Discriminator Loss: 1.3831... Generator Loss: 0.5008 Epoch 1/1... Discriminator Loss: 1.3245... Generator Loss: 0.5620 Epoch 1/1... Discriminator Loss: 1.2412... Generator Loss: 0.9004 Epoch 1/1... Discriminator Loss: 1.3573... Generator Loss: 0.7191 Epoch 1/1... Discriminator Loss: 1.4274... Generator Loss: 0.4265 Epoch 1/1... Discriminator Loss: 1.4203... Generator Loss: 1.0410 Epoch 1/1... Discriminator Loss: 1.3391... Generator Loss: 0.6973 Epoch 1/1... Discriminator Loss: 1.3000... Generator Loss: 0.6975 Epoch 1/1... Discriminator Loss: 1.2966... Generator Loss: 0.7841 Epoch 1/1... Discriminator Loss: 1.2587... Generator Loss: 0.6366 Epoch 1/1... Discriminator Loss: 1.2500... Generator Loss: 0.6649 Epoch 1/1... Discriminator Loss: 1.2441... Generator Loss: 0.5833 Epoch 1/1... Discriminator Loss: 1.1723... Generator Loss: 0.7657
Epoch 1/1... Discriminator Loss: 1.2264... Generator Loss: 0.7983 Epoch 1/1... Discriminator Loss: 1.2989... Generator Loss: 0.5006 Epoch 1/1... Discriminator Loss: 1.3497... Generator Loss: 0.8839 Epoch 1/1... Discriminator Loss: 1.5009... Generator Loss: 0.4571 Epoch 1/1... Discriminator Loss: 1.3306... Generator Loss: 0.8444 Epoch 1/1... Discriminator Loss: 1.2695... Generator Loss: 0.6102 Epoch 1/1... Discriminator Loss: 1.3565... Generator Loss: 0.7317 Epoch 1/1... Discriminator Loss: 1.4869... Generator Loss: 0.5440 Epoch 1/1... Discriminator Loss: 1.2953... Generator Loss: 0.9743 Epoch 1/1... Discriminator Loss: 1.3447... Generator Loss: 0.5480 Epoch 1/1... Discriminator Loss: 1.3460... Generator Loss: 0.5601 Epoch 1/1... Discriminator Loss: 1.3370... Generator Loss: 0.8640 Epoch 1/1... Discriminator Loss: 1.3484... Generator Loss: 0.5973 Epoch 1/1... Discriminator Loss: 1.2412... Generator Loss: 0.5300 Epoch 1/1... Discriminator Loss: 1.3799... Generator Loss: 0.8531 Epoch 1/1... Discriminator Loss: 1.2096... Generator Loss: 0.7807 Epoch 1/1... Discriminator Loss: 1.2585... Generator Loss: 0.6048 Epoch 1/1... Discriminator Loss: 1.1916... Generator Loss: 0.5356 Epoch 1/1... Discriminator Loss: 1.0940... Generator Loss: 0.7150 Epoch 1/1... Discriminator Loss: 1.2567... Generator Loss: 0.5870
Epoch 1/1... Discriminator Loss: 1.1179... Generator Loss: 0.6191 Epoch 1/1... Discriminator Loss: 1.2830... Generator Loss: 0.7382 Epoch 1/1... Discriminator Loss: 1.1573... Generator Loss: 0.8141 Epoch 1/1... Discriminator Loss: 1.3257... Generator Loss: 0.7872 Epoch 1/1... Discriminator Loss: 1.2799... Generator Loss: 0.7796 Epoch 1/1... Discriminator Loss: 1.3619... Generator Loss: 0.6265 Epoch 1/1... Discriminator Loss: 1.2918... Generator Loss: 0.7438 Epoch 1/1... Discriminator Loss: 1.4279... Generator Loss: 0.5648 Epoch 1/1... Discriminator Loss: 1.3047... Generator Loss: 0.7874 Epoch 1/1... Discriminator Loss: 1.2747... Generator Loss: 0.6983 Epoch 1/1... Discriminator Loss: 1.1965... Generator Loss: 0.4522 Epoch 1/1... Discriminator Loss: 1.1279... Generator Loss: 0.6568 Epoch 1/1... Discriminator Loss: 1.1791... Generator Loss: 0.9438 Epoch 1/1... Discriminator Loss: 1.3945... Generator Loss: 0.7938 Epoch 1/1... Discriminator Loss: 1.4667... Generator Loss: 0.6378 Epoch 1/1... Discriminator Loss: 1.3626... Generator Loss: 0.5728 Epoch 1/1... Discriminator Loss: 1.3746... Generator Loss: 0.6411 Epoch 1/1... Discriminator Loss: 1.3457... Generator Loss: 0.9165 Epoch 1/1... Discriminator Loss: 1.3188... Generator Loss: 0.7243 Epoch 1/1... Discriminator Loss: 1.2671... Generator Loss: 0.4612
Epoch 1/1... Discriminator Loss: 1.5182... Generator Loss: 0.8508 Epoch 1/1... Discriminator Loss: 1.2387... Generator Loss: 0.7345 Epoch 1/1... Discriminator Loss: 1.2529... Generator Loss: 0.5311 Epoch 1/1... Discriminator Loss: 1.2969... Generator Loss: 0.8983 Epoch 1/1... Discriminator Loss: 1.2480... Generator Loss: 0.6588 Epoch 1/1... Discriminator Loss: 1.2134... Generator Loss: 0.6192 Epoch 1/1... Discriminator Loss: 1.2177... Generator Loss: 0.7131 Epoch 1/1... Discriminator Loss: 1.3802... Generator Loss: 0.9059 Epoch 1/1... Discriminator Loss: 1.3372... Generator Loss: 0.6006 Epoch 1/1... Discriminator Loss: 1.2377... Generator Loss: 0.4644 Epoch 1/1... Discriminator Loss: 1.3151... Generator Loss: 0.7669 Epoch 1/1... Discriminator Loss: 1.2913... Generator Loss: 0.8430 Epoch 1/1... Discriminator Loss: 1.4427... Generator Loss: 0.5273 Epoch 1/1... Discriminator Loss: 1.2461... Generator Loss: 0.6814 Epoch 1/1... Discriminator Loss: 1.3793... Generator Loss: 0.7253 Epoch 1/1... Discriminator Loss: 1.1343... Generator Loss: 0.6095 Epoch 1/1... Discriminator Loss: 1.3243... Generator Loss: 0.4718 Epoch 1/1... Discriminator Loss: 1.1668... Generator Loss: 0.9104 Epoch 1/1... Discriminator Loss: 1.2938... Generator Loss: 0.5757 Epoch 1/1... Discriminator Loss: 1.2769... Generator Loss: 0.7302
Epoch 1/1... Discriminator Loss: 1.3014... Generator Loss: 0.7330 Epoch 1/1... Discriminator Loss: 1.2734... Generator Loss: 0.4934 Epoch 1/1... Discriminator Loss: 1.2463... Generator Loss: 0.7585 Epoch 1/1... Discriminator Loss: 1.4406... Generator Loss: 0.7827 Epoch 1/1... Discriminator Loss: 1.5453... Generator Loss: 0.3797 Epoch 1/1... Discriminator Loss: 1.3252... Generator Loss: 1.3654 Epoch 1/1... Discriminator Loss: 1.5380... Generator Loss: 0.4235 Epoch 1/1... Discriminator Loss: 1.2840... Generator Loss: 0.9135 Epoch 1/1... Discriminator Loss: 1.2220... Generator Loss: 0.6926 Epoch 1/1... Discriminator Loss: 1.2522... Generator Loss: 0.6445 Epoch 1/1... Discriminator Loss: 1.2426... Generator Loss: 0.5883 Epoch 1/1... Discriminator Loss: 1.3711... Generator Loss: 0.9196 Epoch 1/1... Discriminator Loss: 1.2487... Generator Loss: 0.7144 Epoch 1/1... Discriminator Loss: 1.2813... Generator Loss: 0.5739 Epoch 1/1... Discriminator Loss: 1.2494... Generator Loss: 0.7557 Epoch 1/1... Discriminator Loss: 1.3025... Generator Loss: 0.8306 Epoch 1/1... Discriminator Loss: 1.4548... Generator Loss: 0.3696 Epoch 1/1... Discriminator Loss: 1.2131... Generator Loss: 0.8965 Epoch 1/1... Discriminator Loss: 1.3116... Generator Loss: 0.8244 Epoch 1/1... Discriminator Loss: 1.2228... Generator Loss: 0.5503
Epoch 1/1... Discriminator Loss: 1.1305... Generator Loss: 0.7247 Epoch 1/1... Discriminator Loss: 1.4607... Generator Loss: 0.7672 Epoch 1/1... Discriminator Loss: 1.2594... Generator Loss: 0.5676 Epoch 1/1... Discriminator Loss: 1.2576... Generator Loss: 0.7600 Epoch 1/1... Discriminator Loss: 1.2717... Generator Loss: 0.7828 Epoch 1/1... Discriminator Loss: 1.2894... Generator Loss: 0.6961 Epoch 1/1... Discriminator Loss: 1.2220... Generator Loss: 0.5780 Epoch 1/1... Discriminator Loss: 1.3637... Generator Loss: 0.8305 Epoch 1/1... Discriminator Loss: 1.2390... Generator Loss: 0.5934 Epoch 1/1... Discriminator Loss: 1.3523... Generator Loss: 0.8046 Epoch 1/1... Discriminator Loss: 1.2982... Generator Loss: 0.8598 Epoch 1/1... Discriminator Loss: 1.2894... Generator Loss: 0.5770 Epoch 1/1... Discriminator Loss: 1.1960... Generator Loss: 0.7381 Epoch 1/1... Discriminator Loss: 1.1413... Generator Loss: 0.7649 Epoch 1/1... Discriminator Loss: 1.1395... Generator Loss: 0.6272 Epoch 1/1... Discriminator Loss: 1.2086... Generator Loss: 0.5826 Epoch 1/1... Discriminator Loss: 1.2861... Generator Loss: 0.9680 Epoch 1/1... Discriminator Loss: 1.4291... Generator Loss: 0.7515 Epoch 1/1... Discriminator Loss: 1.4698... Generator Loss: 0.3980 Epoch 1/1... Discriminator Loss: 1.5281... Generator Loss: 0.5510
Epoch 1/1... Discriminator Loss: 1.2981... Generator Loss: 0.9086 Epoch 1/1... Discriminator Loss: 1.3410... Generator Loss: 0.7226 Epoch 1/1... Discriminator Loss: 1.3982... Generator Loss: 0.4377 Epoch 1/1... Discriminator Loss: 1.2687... Generator Loss: 0.9644 Epoch 1/1... Discriminator Loss: 1.3282... Generator Loss: 0.6762 Epoch 1/1... Discriminator Loss: 1.2737... Generator Loss: 0.6995 Epoch 1/1... Discriminator Loss: 1.3135... Generator Loss: 0.5758 Epoch 1/1... Discriminator Loss: 1.3228... Generator Loss: 0.6830 Epoch 1/1... Discriminator Loss: 1.2531... Generator Loss: 0.7957 Epoch 1/1... Discriminator Loss: 1.2266... Generator Loss: 0.6483 Epoch 1/1... Discriminator Loss: 1.2096... Generator Loss: 0.5267 Epoch 1/1... Discriminator Loss: 1.2682... Generator Loss: 0.8762 Epoch 1/1... Discriminator Loss: 1.2442... Generator Loss: 0.8466 Epoch 1/1... Discriminator Loss: 1.3922... Generator Loss: 0.5948 Epoch 1/1... Discriminator Loss: 1.2906... Generator Loss: 0.6141 Epoch 1/1... Discriminator Loss: 1.3657... Generator Loss: 0.6729 Epoch 1/1... Discriminator Loss: 1.3022... Generator Loss: 0.5589 Epoch 1/1... Discriminator Loss: 1.2409... Generator Loss: 0.6356 Epoch 1/1... Discriminator Loss: 1.1593... Generator Loss: 0.8746 Epoch 1/1... Discriminator Loss: 1.2227... Generator Loss: 0.5782
Epoch 1/1... Discriminator Loss: 1.2126... Generator Loss: 0.7459 Epoch 1/1... Discriminator Loss: 1.3016... Generator Loss: 0.8952 Epoch 1/1... Discriminator Loss: 1.1863... Generator Loss: 0.5499 Epoch 1/1... Discriminator Loss: 1.3734... Generator Loss: 0.5727 Epoch 1/1... Discriminator Loss: 1.3650... Generator Loss: 0.8029 Epoch 1/1... Discriminator Loss: 1.3053... Generator Loss: 0.8339 Epoch 1/1... Discriminator Loss: 1.3754... Generator Loss: 0.9068 Epoch 1/1... Discriminator Loss: 1.3370... Generator Loss: 0.5923 Epoch 1/1... Discriminator Loss: 1.2231... Generator Loss: 0.6505 Epoch 1/1... Discriminator Loss: 1.3057... Generator Loss: 0.7822 Epoch 1/1... Discriminator Loss: 1.2345... Generator Loss: 0.7747 Epoch 1/1... Discriminator Loss: 1.1983... Generator Loss: 0.5343 Epoch 1/1... Discriminator Loss: 1.3200... Generator Loss: 0.5266 Epoch 1/1... Discriminator Loss: 1.2836... Generator Loss: 0.7596 Epoch 1/1... Discriminator Loss: 1.2983... Generator Loss: 0.8664 Epoch 1/1... Discriminator Loss: 1.3822... Generator Loss: 0.5615 Epoch 1/1... Discriminator Loss: 1.3662... Generator Loss: 0.6702 Epoch 1/1... Discriminator Loss: 1.3416... Generator Loss: 0.8935 Epoch 1/1... Discriminator Loss: 1.3009... Generator Loss: 0.6435 Epoch 1/1... Discriminator Loss: 1.3173... Generator Loss: 0.6371
Epoch 1/1... Discriminator Loss: 1.2289... Generator Loss: 0.6883 Epoch 1/1... Discriminator Loss: 1.2627... Generator Loss: 0.7022 Epoch 1/1... Discriminator Loss: 1.1367... Generator Loss: 0.5808 Epoch 1/1... Discriminator Loss: 1.1737... Generator Loss: 0.8917 Epoch 1/1... Discriminator Loss: 1.3304... Generator Loss: 0.5551 Epoch 1/1... Discriminator Loss: 1.2794... Generator Loss: 0.6250 Epoch 1/1... Discriminator Loss: 1.3023... Generator Loss: 0.8349 Epoch 1/1... Discriminator Loss: 1.3249... Generator Loss: 0.6634 Epoch 1/1... Discriminator Loss: 1.1938... Generator Loss: 0.4744 Epoch 1/1... Discriminator Loss: 1.3602... Generator Loss: 1.0186 Epoch 1/1... Discriminator Loss: 1.3029... Generator Loss: 0.7179 Epoch 1/1... Discriminator Loss: 1.3314... Generator Loss: 0.7418 Epoch 1/1... Discriminator Loss: 1.2775... Generator Loss: 0.5952 Epoch 1/1... Discriminator Loss: 1.1751... Generator Loss: 0.6027 Epoch 1/1... Discriminator Loss: 1.4014... Generator Loss: 0.9665 Epoch 1/1... Discriminator Loss: 1.1813... Generator Loss: 0.5779 Epoch 1/1... Discriminator Loss: 1.3864... Generator Loss: 0.6279 Epoch 1/1... Discriminator Loss: 1.2362... Generator Loss: 0.7396 Epoch 1/1... Discriminator Loss: 1.2514... Generator Loss: 0.9935 Epoch 1/1... Discriminator Loss: 1.4997... Generator Loss: 0.5963
Epoch 1/1... Discriminator Loss: 1.3730... Generator Loss: 0.7512 Epoch 1/1... Discriminator Loss: 1.1775... Generator Loss: 0.6868 Epoch 1/1... Discriminator Loss: 1.2051... Generator Loss: 0.5355 Epoch 1/1... Discriminator Loss: 1.2065... Generator Loss: 0.6009 Epoch 1/1... Discriminator Loss: 1.2347... Generator Loss: 0.6633 Epoch 1/1... Discriminator Loss: 1.2615... Generator Loss: 0.5088 Epoch 1/1... Discriminator Loss: 1.3062... Generator Loss: 0.5670 Epoch 1/1... Discriminator Loss: 1.2205... Generator Loss: 0.8532 Epoch 1/1... Discriminator Loss: 1.2223... Generator Loss: 0.7640 Epoch 1/1... Discriminator Loss: 1.4454... Generator Loss: 0.6586 Epoch 1/1... Discriminator Loss: 1.5238... Generator Loss: 0.4583 Epoch 1/1... Discriminator Loss: 1.4446... Generator Loss: 1.1236 Epoch 1/1... Discriminator Loss: 1.2969... Generator Loss: 0.6013 Epoch 1/1... Discriminator Loss: 1.6071... Generator Loss: 0.3197 Epoch 1/1... Discriminator Loss: 1.2484... Generator Loss: 0.8352 Epoch 1/1... Discriminator Loss: 1.3846... Generator Loss: 1.0054 Epoch 1/1... Discriminator Loss: 1.2489... Generator Loss: 0.6996 Epoch 1/1... Discriminator Loss: 1.2677... Generator Loss: 0.4575 Epoch 1/1... Discriminator Loss: 1.2057... Generator Loss: 0.7583 Epoch 1/1... Discriminator Loss: 1.3537... Generator Loss: 0.8135
Epoch 1/1... Discriminator Loss: 1.3253... Generator Loss: 0.6635 Epoch 1/1... Discriminator Loss: 1.3573... Generator Loss: 0.6244 Epoch 1/1... Discriminator Loss: 1.1684... Generator Loss: 0.9556 Epoch 1/1... Discriminator Loss: 1.2653... Generator Loss: 0.8339 Epoch 1/1... Discriminator Loss: 1.2689... Generator Loss: 0.5533 Epoch 1/1... Discriminator Loss: 1.3307... Generator Loss: 0.5711 Epoch 1/1... Discriminator Loss: 1.2871... Generator Loss: 0.7584 Epoch 1/1... Discriminator Loss: 1.2035... Generator Loss: 0.8766 Epoch 1/1... Discriminator Loss: 1.3091... Generator Loss: 0.7762 Epoch 1/1... Discriminator Loss: 1.4387... Generator Loss: 0.4198 Epoch 1/1... Discriminator Loss: 1.3261... Generator Loss: 0.5261 Epoch 1/1... Discriminator Loss: 1.2528... Generator Loss: 0.7756 Epoch 1/1... Discriminator Loss: 1.3097... Generator Loss: 0.4594 Epoch 1/1... Discriminator Loss: 1.2743... Generator Loss: 0.7978 Epoch 1/1... Discriminator Loss: 1.4110... Generator Loss: 0.5397 Epoch 1/1... Discriminator Loss: 1.5030... Generator Loss: 0.9490 Epoch 1/1... Discriminator Loss: 1.5578... Generator Loss: 0.5110 Epoch 1/1... Discriminator Loss: 1.2462... Generator Loss: 0.8757 Epoch 1/1... Discriminator Loss: 1.2540... Generator Loss: 0.7287 Epoch 1/1... Discriminator Loss: 1.2212... Generator Loss: 0.7271
Epoch 1/1... Discriminator Loss: 1.3991... Generator Loss: 0.7192 Epoch 1/1... Discriminator Loss: 1.2277... Generator Loss: 0.5536 Epoch 1/1... Discriminator Loss: 1.2100... Generator Loss: 0.6988 Epoch 1/1... Discriminator Loss: 1.2027... Generator Loss: 0.6902 Epoch 1/1... Discriminator Loss: 1.2994... Generator Loss: 0.6152 Epoch 1/1... Discriminator Loss: 1.2755... Generator Loss: 0.7941 Epoch 1/1... Discriminator Loss: 1.3017... Generator Loss: 0.5831 Epoch 1/1... Discriminator Loss: 1.5436... Generator Loss: 0.5323 Epoch 1/1... Discriminator Loss: 1.3767... Generator Loss: 0.7674 Epoch 1/1... Discriminator Loss: 1.3375... Generator Loss: 1.0543 Epoch 1/1... Discriminator Loss: 1.3741... Generator Loss: 0.4586 Epoch 1/1... Discriminator Loss: 1.2697... Generator Loss: 0.5372 Epoch 1/1... Discriminator Loss: 1.0469... Generator Loss: 0.6689 Epoch 1/1... Discriminator Loss: 1.1748... Generator Loss: 0.8388 Epoch 1/1... Discriminator Loss: 1.1618... Generator Loss: 0.5423 Epoch 1/1... Discriminator Loss: 1.2817... Generator Loss: 0.5360 Epoch 1/1... Discriminator Loss: 1.3777... Generator Loss: 1.0928 Epoch 1/1... Discriminator Loss: 1.3820... Generator Loss: 0.5001 Epoch 1/1... Discriminator Loss: 1.5743... Generator Loss: 0.6285 Epoch 1/1... Discriminator Loss: 1.3302... Generator Loss: 0.8184
Epoch 1/1... Discriminator Loss: 1.3662... Generator Loss: 0.7105 Epoch 1/1... Discriminator Loss: 1.6591... Generator Loss: 0.3487 Epoch 1/1... Discriminator Loss: 1.4424... Generator Loss: 1.0169 Epoch 1/1... Discriminator Loss: 1.2923... Generator Loss: 0.8311 Epoch 1/1... Discriminator Loss: 1.3365... Generator Loss: 0.5333 Epoch 1/1... Discriminator Loss: 1.2461... Generator Loss: 0.7245 Epoch 1/1... Discriminator Loss: 1.3546... Generator Loss: 0.7460 Epoch 1/1... Discriminator Loss: 1.2741... Generator Loss: 0.6708 Epoch 1/1... Discriminator Loss: 1.1383... Generator Loss: 0.5895 Epoch 1/1... Discriminator Loss: 1.2743... Generator Loss: 0.9519 Epoch 1/1... Discriminator Loss: 1.2483... Generator Loss: 0.8195 Epoch 1/1... Discriminator Loss: 1.3070... Generator Loss: 0.5002 Epoch 1/1... Discriminator Loss: 1.1684... Generator Loss: 0.5775 Epoch 1/1... Discriminator Loss: 1.2236... Generator Loss: 0.5328 Epoch 1/1... Discriminator Loss: 1.3662... Generator Loss: 0.9197 Epoch 1/1... Discriminator Loss: 1.2816... Generator Loss: 0.6869 Epoch 1/1... Discriminator Loss: 1.2238... Generator Loss: 0.6552 Epoch 1/1... Discriminator Loss: 1.4478... Generator Loss: 0.6109 Epoch 1/1... Discriminator Loss: 1.2424... Generator Loss: 0.9960 Epoch 1/1... Discriminator Loss: 1.3448... Generator Loss: 0.9102
Epoch 1/1... Discriminator Loss: 1.3766... Generator Loss: 0.4111 Epoch 1/1... Discriminator Loss: 1.1949... Generator Loss: 0.9134 Epoch 1/1... Discriminator Loss: 1.2578... Generator Loss: 1.0174 Epoch 1/1... Discriminator Loss: 1.2325... Generator Loss: 0.6541 Epoch 1/1... Discriminator Loss: 1.3033... Generator Loss: 0.4384 Epoch 1/1... Discriminator Loss: 1.1978... Generator Loss: 0.7321 Epoch 1/1... Discriminator Loss: 1.3261... Generator Loss: 0.8013 Epoch 1/1... Discriminator Loss: 1.4093... Generator Loss: 0.5111 Epoch 1/1... Discriminator Loss: 1.1865... Generator Loss: 0.5891 Epoch 1/1... Discriminator Loss: 1.2876... Generator Loss: 0.7985 Epoch 1/1... Discriminator Loss: 1.4249... Generator Loss: 0.9309 Epoch 1/1... Discriminator Loss: 1.3520... Generator Loss: 0.5977 Epoch 1/1... Discriminator Loss: 1.3804... Generator Loss: 0.7762 Epoch 1/1... Discriminator Loss: 1.2766... Generator Loss: 0.6370 Epoch 1/1... Discriminator Loss: 1.1768... Generator Loss: 0.6983 Epoch 1/1... Discriminator Loss: 1.1745... Generator Loss: 0.6909 Epoch 1/1... Discriminator Loss: 1.2015... Generator Loss: 0.8226 Epoch 1/1... Discriminator Loss: 1.1773... Generator Loss: 0.7700 Epoch 1/1... Discriminator Loss: 1.1513... Generator Loss: 0.6474 Epoch 1/1... Discriminator Loss: 1.2967... Generator Loss: 0.5975
Epoch 1/1... Discriminator Loss: 1.3737... Generator Loss: 0.6053 Epoch 1/1... Discriminator Loss: 1.2017... Generator Loss: 0.6449 Epoch 1/1... Discriminator Loss: 1.2355... Generator Loss: 0.7857 Epoch 1/1... Discriminator Loss: 1.3407... Generator Loss: 0.7166 Epoch 1/1... Discriminator Loss: 1.3793... Generator Loss: 0.7164 Epoch 1/1... Discriminator Loss: 1.2808... Generator Loss: 0.5549 Epoch 1/1... Discriminator Loss: 1.1601... Generator Loss: 0.7282 Epoch 1/1... Discriminator Loss: 1.3369... Generator Loss: 0.5759 Epoch 1/1... Discriminator Loss: 1.1975... Generator Loss: 0.6761 Epoch 1/1... Discriminator Loss: 1.2236... Generator Loss: 0.6763 Epoch 1/1... Discriminator Loss: 1.2126... Generator Loss: 0.6300 Epoch 1/1... Discriminator Loss: 1.3719... Generator Loss: 0.8304 Epoch 1/1... Discriminator Loss: 1.3807... Generator Loss: 0.5320 Epoch 1/1... Discriminator Loss: 1.4148... Generator Loss: 0.5724 Epoch 1/1... Discriminator Loss: 1.3778... Generator Loss: 0.8796 Epoch 1/1... Discriminator Loss: 1.3212... Generator Loss: 0.7066 Epoch 1/1... Discriminator Loss: 1.3369... Generator Loss: 0.6868 Epoch 1/1... Discriminator Loss: 1.3615... Generator Loss: 0.4867 Epoch 1/1... Discriminator Loss: 1.2653... Generator Loss: 0.9902 Epoch 1/1... Discriminator Loss: 1.1549... Generator Loss: 0.6985
Epoch 1/1... Discriminator Loss: 1.2494... Generator Loss: 0.6492 Epoch 1/1... Discriminator Loss: 1.2081... Generator Loss: 0.8992 Epoch 1/1... Discriminator Loss: 1.4351... Generator Loss: 0.8589 Epoch 1/1... Discriminator Loss: 1.2818... Generator Loss: 0.6298 Epoch 1/1... Discriminator Loss: 1.3415... Generator Loss: 0.5877 Epoch 1/1... Discriminator Loss: 1.2387... Generator Loss: 0.6506 Epoch 1/1... Discriminator Loss: 1.1308... Generator Loss: 0.5543 Epoch 1/1... Discriminator Loss: 1.3255... Generator Loss: 0.7269 Epoch 1/1... Discriminator Loss: 1.2281... Generator Loss: 0.7060 Epoch 1/1... Discriminator Loss: 1.0733... Generator Loss: 0.5852 Epoch 1/1... Discriminator Loss: 1.4087... Generator Loss: 0.5540 Epoch 1/1... Discriminator Loss: 1.5356... Generator Loss: 1.3607 Epoch 1/1... Discriminator Loss: 1.3852... Generator Loss: 0.4708 Epoch 1/1... Discriminator Loss: 1.3886... Generator Loss: 0.5164 Epoch 1/1... Discriminator Loss: 1.2604... Generator Loss: 0.7221 Epoch 1/1... Discriminator Loss: 1.5008... Generator Loss: 0.6013 Epoch 1/1... Discriminator Loss: 1.4857... Generator Loss: 0.4282 Epoch 1/1... Discriminator Loss: 1.3761... Generator Loss: 1.1631 Epoch 1/1... Discriminator Loss: 1.3727... Generator Loss: 0.8215 Epoch 1/1... Discriminator Loss: 1.4893... Generator Loss: 0.4043
Epoch 1/1... Discriminator Loss: 1.2878... Generator Loss: 0.8466 Epoch 1/1... Discriminator Loss: 1.2951... Generator Loss: 0.5337 Epoch 1/1... Discriminator Loss: 1.1495... Generator Loss: 0.7973 Epoch 1/1... Discriminator Loss: 1.3122... Generator Loss: 0.8542 Epoch 1/1... Discriminator Loss: 1.3739... Generator Loss: 0.6258 Epoch 1/1... Discriminator Loss: 1.3225... Generator Loss: 0.5399 Epoch 1/1... Discriminator Loss: 1.3411... Generator Loss: 0.8504 Epoch 1/1... Discriminator Loss: 1.2523... Generator Loss: 0.7645 Epoch 1/1... Discriminator Loss: 1.2678... Generator Loss: 0.5172 Epoch 1/1... Discriminator Loss: 1.2010... Generator Loss: 0.6919 Epoch 1/1... Discriminator Loss: 1.0923... Generator Loss: 0.6529 Epoch 1/1... Discriminator Loss: 1.0371... Generator Loss: 0.6618 Epoch 1/1... Discriminator Loss: 1.1335... Generator Loss: 0.7643 Epoch 1/1... Discriminator Loss: 1.2866... Generator Loss: 0.7492 Epoch 1/1... Discriminator Loss: 1.4144... Generator Loss: 0.5988 Epoch 1/1... Discriminator Loss: 1.4260... Generator Loss: 0.6769 Epoch 1/1... Discriminator Loss: 1.3531... Generator Loss: 0.8431 Epoch 1/1... Discriminator Loss: 1.5839... Generator Loss: 0.3764 Epoch 1/1... Discriminator Loss: 1.3261... Generator Loss: 1.0538 Epoch 1/1... Discriminator Loss: 1.3107... Generator Loss: 0.5806
Epoch 1/1... Discriminator Loss: 1.2856... Generator Loss: 0.5680 Epoch 1/1... Discriminator Loss: 1.2370... Generator Loss: 0.6931 Epoch 1/1... Discriminator Loss: 1.2026... Generator Loss: 0.9104 Epoch 1/1... Discriminator Loss: 1.2529... Generator Loss: 0.8718 Epoch 1/1... Discriminator Loss: 1.2960... Generator Loss: 0.5099 Epoch 1/1... Discriminator Loss: 1.2625... Generator Loss: 0.6790 Epoch 1/1... Discriminator Loss: 1.2572... Generator Loss: 0.7550 Epoch 1/1... Discriminator Loss: 1.2170... Generator Loss: 0.6084 Epoch 1/1... Discriminator Loss: 1.2287... Generator Loss: 0.7179 Epoch 1/1... Discriminator Loss: 1.1988... Generator Loss: 0.7795 Epoch 1/1... Discriminator Loss: 1.3063... Generator Loss: 1.1710 Epoch 1/1... Discriminator Loss: 1.3465... Generator Loss: 0.5627 Epoch 1/1... Discriminator Loss: 1.5390... Generator Loss: 0.3921 Epoch 1/1... Discriminator Loss: 1.2690... Generator Loss: 0.6505 Epoch 1/1... Discriminator Loss: 1.2636... Generator Loss: 0.7279 Epoch 1/1... Discriminator Loss: 1.1447... Generator Loss: 0.6900 Epoch 1/1... Discriminator Loss: 1.1021... Generator Loss: 0.7125 Epoch 1/1... Discriminator Loss: 1.2328... Generator Loss: 1.2266 Epoch 1/1... Discriminator Loss: 1.2607... Generator Loss: 0.6858 Epoch 1/1... Discriminator Loss: 1.4656... Generator Loss: 0.4265
Epoch 1/1... Discriminator Loss: 1.3532... Generator Loss: 0.6781 Epoch 1/1... Discriminator Loss: 1.4247... Generator Loss: 0.9072 Epoch 1/1... Discriminator Loss: 1.3385... Generator Loss: 0.6958 Epoch 1/1... Discriminator Loss: 1.4357... Generator Loss: 0.6355 Epoch 1/1... Discriminator Loss: 1.3005... Generator Loss: 0.5905 Epoch 1/1... Discriminator Loss: 1.1520... Generator Loss: 0.7468 Epoch 1/1... Discriminator Loss: 1.3359... Generator Loss: 0.5759 Epoch 1/1... Discriminator Loss: 1.2540... Generator Loss: 0.5926 Epoch 1/1... Discriminator Loss: 1.2881... Generator Loss: 0.6014 Epoch 1/1... Discriminator Loss: 1.2482... Generator Loss: 0.8450 Epoch 1/1... Discriminator Loss: 1.2665... Generator Loss: 0.5862 Epoch 1/1... Discriminator Loss: 1.3673... Generator Loss: 0.6550 Epoch 1/1... Discriminator Loss: 1.3400... Generator Loss: 0.7304 Epoch 1/1... Discriminator Loss: 1.3122... Generator Loss: 0.6374 Epoch 1/1... Discriminator Loss: 1.2317... Generator Loss: 0.5152 Epoch 1/1... Discriminator Loss: 1.3201... Generator Loss: 0.9222 Epoch 1/1... Discriminator Loss: 1.2352... Generator Loss: 0.7997 Epoch 1/1... Discriminator Loss: 1.2347... Generator Loss: 0.7061 Epoch 1/1... Discriminator Loss: 1.3420... Generator Loss: 0.8248 Epoch 1/1... Discriminator Loss: 1.3291... Generator Loss: 0.6663
Epoch 1/1... Discriminator Loss: 1.2368... Generator Loss: 0.5778 Epoch 1/1... Discriminator Loss: 1.3813... Generator Loss: 0.4016 Epoch 1/1... Discriminator Loss: 1.2973... Generator Loss: 1.0014 Epoch 1/1... Discriminator Loss: 1.2663... Generator Loss: 0.5893 Epoch 1/1... Discriminator Loss: 1.1678... Generator Loss: 0.7527 Epoch 1/1... Discriminator Loss: 1.2547... Generator Loss: 0.8037 Epoch 1/1... Discriminator Loss: 1.4054... Generator Loss: 0.5507 Epoch 1/1... Discriminator Loss: 1.3812... Generator Loss: 0.5965 Epoch 1/1... Discriminator Loss: 1.3640... Generator Loss: 0.9169 Epoch 1/1... Discriminator Loss: 1.3032... Generator Loss: 0.5711 Epoch 1/1... Discriminator Loss: 1.1160... Generator Loss: 0.5662 Epoch 1/1... Discriminator Loss: 1.2239... Generator Loss: 0.6032 Epoch 1/1... Discriminator Loss: 1.4021... Generator Loss: 1.0360 Epoch 1/1... Discriminator Loss: 1.2861... Generator Loss: 0.5234 Epoch 1/1... Discriminator Loss: 1.3148... Generator Loss: 0.7034 Epoch 1/1... Discriminator Loss: 1.0357... Generator Loss: 0.6933 Epoch 1/1... Discriminator Loss: 1.2727... Generator Loss: 0.6193 Epoch 1/1... Discriminator Loss: 1.3333... Generator Loss: 1.1355 Epoch 1/1... Discriminator Loss: 1.3767... Generator Loss: 0.8039 Epoch 1/1... Discriminator Loss: 1.3603... Generator Loss: 0.6959
Epoch 1/1... Discriminator Loss: 1.3555... Generator Loss: 0.4394 Epoch 1/1... Discriminator Loss: 1.3172... Generator Loss: 0.6055 Epoch 1/1... Discriminator Loss: 1.2698... Generator Loss: 0.7123 Epoch 1/1... Discriminator Loss: 1.2300... Generator Loss: 0.6486 Epoch 1/1... Discriminator Loss: 1.2661... Generator Loss: 0.7161 Epoch 1/1... Discriminator Loss: 1.2992... Generator Loss: 0.7344 Epoch 1/1... Discriminator Loss: 1.0830... Generator Loss: 0.5583 Epoch 1/1... Discriminator Loss: 1.2724... Generator Loss: 0.6175 Epoch 1/1... Discriminator Loss: 1.1123... Generator Loss: 0.8051 Epoch 1/1... Discriminator Loss: 1.3949... Generator Loss: 0.4894 Epoch 1/1... Discriminator Loss: 1.3745... Generator Loss: 1.2328 Epoch 1/1... Discriminator Loss: 1.3327... Generator Loss: 0.8979 Epoch 1/1... Discriminator Loss: 1.3044... Generator Loss: 0.8467 Epoch 1/1... Discriminator Loss: 1.2854... Generator Loss: 0.6292 Epoch 1/1... Discriminator Loss: 1.3225... Generator Loss: 0.6925 Epoch 1/1... Discriminator Loss: 1.1710... Generator Loss: 0.6605 Epoch 1/1... Discriminator Loss: 1.2967... Generator Loss: 0.6865 Epoch 1/1... Discriminator Loss: 1.0660... Generator Loss: 0.7092 Epoch 1/1... Discriminator Loss: 1.1824... Generator Loss: 0.7047 Epoch 1/1... Discriminator Loss: 1.3163... Generator Loss: 0.9078
Epoch 1/1... Discriminator Loss: 1.4113... Generator Loss: 0.5833 Epoch 1/1... Discriminator Loss: 1.3919... Generator Loss: 0.4978 Epoch 1/1... Discriminator Loss: 1.4672... Generator Loss: 1.3850 Epoch 1/1... Discriminator Loss: 1.3214... Generator Loss: 0.7880 Epoch 1/1... Discriminator Loss: 1.3149... Generator Loss: 0.4302 Epoch 1/1... Discriminator Loss: 1.2642... Generator Loss: 0.6451 Epoch 1/1... Discriminator Loss: 1.3996... Generator Loss: 0.8566 Epoch 1/1... Discriminator Loss: 1.1062... Generator Loss: 0.6824 Epoch 1/1... Discriminator Loss: 1.2742... Generator Loss: 0.5913 Epoch 1/1... Discriminator Loss: 1.0794... Generator Loss: 0.6803 Epoch 1/1... Discriminator Loss: 1.2084... Generator Loss: 0.8874 Epoch 1/1... Discriminator Loss: 0.9978... Generator Loss: 0.6285 Epoch 1/1... Discriminator Loss: 1.1702... Generator Loss: 1.0375 Epoch 1/1... Discriminator Loss: 1.4606... Generator Loss: 0.9983 Epoch 1/1... Discriminator Loss: 1.4150... Generator Loss: 0.6038 Epoch 1/1... Discriminator Loss: 1.4288... Generator Loss: 0.4493 Epoch 1/1... Discriminator Loss: 1.2733... Generator Loss: 0.6503 Epoch 1/1... Discriminator Loss: 1.1203... Generator Loss: 0.7826 Epoch 1/1... Discriminator Loss: 1.2589... Generator Loss: 0.6909 Epoch 1/1... Discriminator Loss: 1.2803... Generator Loss: 0.7557
Epoch 1/1... Discriminator Loss: 1.3078... Generator Loss: 0.7685 Epoch 1/1... Discriminator Loss: 1.3934... Generator Loss: 0.6482 Epoch 1/1... Discriminator Loss: 1.2613... Generator Loss: 0.6316 Epoch 1/1... Discriminator Loss: 1.2390... Generator Loss: 0.7191 Epoch 1/1... Discriminator Loss: 1.3309... Generator Loss: 0.6002 Epoch 1/1... Discriminator Loss: 1.2907... Generator Loss: 1.1592 Epoch 1/1... Discriminator Loss: 1.3220... Generator Loss: 0.7584 Epoch 1/1... Discriminator Loss: 1.2893... Generator Loss: 0.8414 Epoch 1/1... Discriminator Loss: 1.3573... Generator Loss: 0.6197 Epoch 1/1... Discriminator Loss: 1.2241... Generator Loss: 0.5558 Epoch 1/1... Discriminator Loss: 1.1778... Generator Loss: 0.7122 Epoch 1/1... Discriminator Loss: 1.2765... Generator Loss: 0.8266 Epoch 1/1... Discriminator Loss: 1.2886... Generator Loss: 0.7170 Epoch 1/1... Discriminator Loss: 1.2348... Generator Loss: 0.4912 Epoch 1/1... Discriminator Loss: 1.3511... Generator Loss: 0.5886 Epoch 1/1... Discriminator Loss: 1.2843... Generator Loss: 0.7999 Epoch 1/1... Discriminator Loss: 1.3202... Generator Loss: 0.7796 Epoch 1/1... Discriminator Loss: 1.2682... Generator Loss: 0.5376 Epoch 1/1... Discriminator Loss: 1.2968... Generator Loss: 0.7236 Epoch 1/1... Discriminator Loss: 1.2431... Generator Loss: 0.8088
Epoch 1/1... Discriminator Loss: 1.3891... Generator Loss: 0.4462 Epoch 1/1... Discriminator Loss: 1.1904... Generator Loss: 1.0430 Epoch 1/1... Discriminator Loss: 1.1868... Generator Loss: 0.5392 Epoch 1/1... Discriminator Loss: 1.3339... Generator Loss: 0.5980 Epoch 1/1... Discriminator Loss: 1.2919... Generator Loss: 0.7976 Epoch 1/1... Discriminator Loss: 1.2738... Generator Loss: 0.6822 Epoch 1/1... Discriminator Loss: 1.1897... Generator Loss: 0.6030 Epoch 1/1... Discriminator Loss: 1.2856... Generator Loss: 0.8809 Epoch 1/1... Discriminator Loss: 1.2883... Generator Loss: 0.7830 Epoch 1/1... Discriminator Loss: 1.3118... Generator Loss: 0.7005 Epoch 1/1... Discriminator Loss: 1.1933... Generator Loss: 0.6108 Epoch 1/1... Discriminator Loss: 1.3362... Generator Loss: 0.8772 Epoch 1/1... Discriminator Loss: 1.1930... Generator Loss: 0.6135 Epoch 1/1... Discriminator Loss: 1.1895... Generator Loss: 0.6489 Epoch 1/1... Discriminator Loss: 1.2683... Generator Loss: 1.1650 Epoch 1/1... Discriminator Loss: 1.1896... Generator Loss: 0.6184 Epoch 1/1... Discriminator Loss: 1.2295... Generator Loss: 0.5660 Epoch 1/1... Discriminator Loss: 1.4621... Generator Loss: 1.0609 Epoch 1/1... Discriminator Loss: 1.2583... Generator Loss: 0.7916 Epoch 1/1... Discriminator Loss: 1.4283... Generator Loss: 0.6367
Epoch 1/1... Discriminator Loss: 1.3180... Generator Loss: 0.6520 Epoch 1/1... Discriminator Loss: 1.3284... Generator Loss: 0.9241 Epoch 1/1... Discriminator Loss: 1.2292... Generator Loss: 1.0121 Epoch 1/1... Discriminator Loss: 1.3588... Generator Loss: 0.7935 Epoch 1/1... Discriminator Loss: 1.2249... Generator Loss: 0.5193 Epoch 1/1... Discriminator Loss: 1.2482... Generator Loss: 0.5353 Epoch 1/1... Discriminator Loss: 1.1517... Generator Loss: 0.7558 Epoch 1/1... Discriminator Loss: 1.1447... Generator Loss: 0.7018 Epoch 1/1... Discriminator Loss: 1.2672... Generator Loss: 0.6148 Epoch 1/1... Discriminator Loss: 1.3056... Generator Loss: 0.6107 Epoch 1/1... Discriminator Loss: 1.3170... Generator Loss: 0.5246 Epoch 1/1... Discriminator Loss: 1.1975... Generator Loss: 0.7743 Epoch 1/1... Discriminator Loss: 1.3731... Generator Loss: 0.8724 Epoch 1/1... Discriminator Loss: 1.3807... Generator Loss: 0.8025 Epoch 1/1... Discriminator Loss: 1.3379... Generator Loss: 0.4478 Epoch 1/1... Discriminator Loss: 1.2734... Generator Loss: 0.5415 Epoch 1/1... Discriminator Loss: 1.1723... Generator Loss: 0.7548 Epoch 1/1... Discriminator Loss: 1.1125... Generator Loss: 0.8363 Epoch 1/1... Discriminator Loss: 1.2811... Generator Loss: 0.5134 Epoch 1/1... Discriminator Loss: 1.1772... Generator Loss: 0.7324
Epoch 1/1... Discriminator Loss: 1.5008... Generator Loss: 0.4966 Epoch 1/1... Discriminator Loss: 1.3838... Generator Loss: 0.9073 Epoch 1/1... Discriminator Loss: 1.4078... Generator Loss: 0.7555 Epoch 1/1... Discriminator Loss: 1.5975... Generator Loss: 0.4911 Epoch 1/1... Discriminator Loss: 1.5538... Generator Loss: 0.6645 Epoch 1/1... Discriminator Loss: 1.3008... Generator Loss: 1.0350 Epoch 1/1... Discriminator Loss: 1.3870... Generator Loss: 0.7528 Epoch 1/1... Discriminator Loss: 1.3495... Generator Loss: 0.6549 Epoch 1/1... Discriminator Loss: 1.1964... Generator Loss: 0.7112 Epoch 1/1... Discriminator Loss: 1.2991... Generator Loss: 0.7790 Epoch 1/1... Discriminator Loss: 1.2485... Generator Loss: 0.7607 Epoch 1/1... Discriminator Loss: 1.2453... Generator Loss: 0.6521 Epoch 1/1... Discriminator Loss: 1.2948... Generator Loss: 0.6339 Epoch 1/1... Discriminator Loss: 1.2006... Generator Loss: 0.6779 Epoch 1/1... Discriminator Loss: 1.2620... Generator Loss: 0.7417 Epoch 1/1... Discriminator Loss: 1.2520... Generator Loss: 0.6655 Epoch 1/1... Discriminator Loss: 1.4004... Generator Loss: 0.8494 Epoch 1/1... Discriminator Loss: 1.3502... Generator Loss: 0.7906 Epoch 1/1... Discriminator Loss: 1.3199... Generator Loss: 0.5251 Epoch 1/1... Discriminator Loss: 1.2966... Generator Loss: 0.6196
Epoch 1/1... Discriminator Loss: 1.2088... Generator Loss: 0.8167 Epoch 1/1... Discriminator Loss: 1.1970... Generator Loss: 0.9536 Epoch 1/1... Discriminator Loss: 1.2504... Generator Loss: 0.8102 Epoch 1/1... Discriminator Loss: 1.2427... Generator Loss: 0.7234 Epoch 1/1... Discriminator Loss: 1.3224... Generator Loss: 0.6982 Epoch 1/1... Discriminator Loss: 1.2545... Generator Loss: 0.6312 Epoch 1/1... Discriminator Loss: 1.3586... Generator Loss: 0.6774 Epoch 1/1... Discriminator Loss: 1.2190... Generator Loss: 0.6500 Epoch 1/1... Discriminator Loss: 1.1450... Generator Loss: 0.6458 Epoch 1/1... Discriminator Loss: 1.2854... Generator Loss: 0.6066 Epoch 1/1... Discriminator Loss: 1.3332... Generator Loss: 0.7687 Epoch 1/1... Discriminator Loss: 1.2497... Generator Loss: 0.5837 Epoch 1/1... Discriminator Loss: 1.3195... Generator Loss: 0.5468 Epoch 1/1... Discriminator Loss: 1.3194... Generator Loss: 0.6522 Epoch 1/1... Discriminator Loss: 1.0220... Generator Loss: 0.6630 Epoch 1/1... Discriminator Loss: 1.3462... Generator Loss: 0.7815 Epoch 1/1... Discriminator Loss: 1.3846... Generator Loss: 0.9020 Epoch 1/1... Discriminator Loss: 1.3519... Generator Loss: 0.4342 Epoch 1/1... Discriminator Loss: 1.3054... Generator Loss: 0.4939 Epoch 1/1... Discriminator Loss: 1.4576... Generator Loss: 0.5930
Epoch 1/1... Discriminator Loss: 1.4497... Generator Loss: 0.6340 Epoch 1/1... Discriminator Loss: 1.3269... Generator Loss: 0.6285 Epoch 1/1... Discriminator Loss: 1.3768... Generator Loss: 1.0054 Epoch 1/1... Discriminator Loss: 1.5761... Generator Loss: 0.3571 Epoch 1/1... Discriminator Loss: 1.2496... Generator Loss: 0.8085 Epoch 1/1... Discriminator Loss: 1.2349... Generator Loss: 0.8752 Epoch 1/1... Discriminator Loss: 1.2194... Generator Loss: 0.4887 Epoch 1/1... Discriminator Loss: 1.3471... Generator Loss: 0.7480 Epoch 1/1... Discriminator Loss: 1.0591... Generator Loss: 0.6863 Epoch 1/1... Discriminator Loss: 1.0940... Generator Loss: 0.6577 Epoch 1/1... Discriminator Loss: 1.1307... Generator Loss: 0.5635 Epoch 1/1... Discriminator Loss: 1.5349... Generator Loss: 1.5459 Epoch 1/1... Discriminator Loss: 1.1855... Generator Loss: 0.7063 Epoch 1/1... Discriminator Loss: 1.6408... Generator Loss: 0.3193 Epoch 1/1... Discriminator Loss: 1.2864... Generator Loss: 0.8662 Epoch 1/1... Discriminator Loss: 1.3084... Generator Loss: 0.9666 Epoch 1/1... Discriminator Loss: 1.5604... Generator Loss: 0.5846 Epoch 1/1... Discriminator Loss: 1.3828... Generator Loss: 0.8773 Epoch 1/1... Discriminator Loss: 1.2925... Generator Loss: 0.5711 Epoch 1/1... Discriminator Loss: 1.2768... Generator Loss: 0.6695
Epoch 1/1... Discriminator Loss: 1.1818... Generator Loss: 0.7467 Epoch 1/1... Discriminator Loss: 1.1644... Generator Loss: 0.7860 Epoch 1/1... Discriminator Loss: 1.1152... Generator Loss: 0.7776 Epoch 1/1... Discriminator Loss: 1.3213... Generator Loss: 0.6996 Epoch 1/1... Discriminator Loss: 1.1708... Generator Loss: 0.6135 Epoch 1/1... Discriminator Loss: 1.1359... Generator Loss: 0.5924 Epoch 1/1... Discriminator Loss: 1.2553... Generator Loss: 0.9191 Epoch 1/1... Discriminator Loss: 1.2478... Generator Loss: 0.8915 Epoch 1/1... Discriminator Loss: 1.5185... Generator Loss: 0.5175 Epoch 1/1... Discriminator Loss: 1.2985... Generator Loss: 0.7190 Epoch 1/1... Discriminator Loss: 1.3792... Generator Loss: 0.6751 Epoch 1/1... Discriminator Loss: 1.2817... Generator Loss: 0.6235 Epoch 1/1... Discriminator Loss: 1.3131... Generator Loss: 0.7280 Epoch 1/1... Discriminator Loss: 1.1483... Generator Loss: 0.5991 Epoch 1/1... Discriminator Loss: 1.1854... Generator Loss: 0.5495 Epoch 1/1... Discriminator Loss: 1.0465... Generator Loss: 0.6649 Epoch 1/1... Discriminator Loss: 1.3467... Generator Loss: 0.7276 Epoch 1/1... Discriminator Loss: 1.3239... Generator Loss: 0.7008 Epoch 1/1... Discriminator Loss: 1.3923... Generator Loss: 0.8948 Epoch 1/1... Discriminator Loss: 1.4338... Generator Loss: 0.4771
Epoch 1/1... Discriminator Loss: 1.3528... Generator Loss: 0.3864 Epoch 1/1... Discriminator Loss: 1.1155... Generator Loss: 0.6118 Epoch 1/1... Discriminator Loss: 1.3951... Generator Loss: 0.6355 Epoch 1/1... Discriminator Loss: 1.4873... Generator Loss: 0.8687 Epoch 1/1... Discriminator Loss: 1.5190... Generator Loss: 0.6932 Epoch 1/1... Discriminator Loss: 1.5526... Generator Loss: 0.3787 Epoch 1/1... Discriminator Loss: 1.2963... Generator Loss: 1.2615 Epoch 1/1... Discriminator Loss: 1.3719... Generator Loss: 0.7570 Epoch 1/1... Discriminator Loss: 1.3413... Generator Loss: 0.4797 Epoch 1/1... Discriminator Loss: 1.3439... Generator Loss: 0.6794 Epoch 1/1... Discriminator Loss: 1.2758... Generator Loss: 1.1812 Epoch 1/1... Discriminator Loss: 1.3231... Generator Loss: 0.5120 Epoch 1/1... Discriminator Loss: 1.2523... Generator Loss: 0.5849 Epoch 1/1... Discriminator Loss: 1.1513... Generator Loss: 0.7246 Epoch 1/1... Discriminator Loss: 1.2946... Generator Loss: 0.7296 Epoch 1/1... Discriminator Loss: 1.2511... Generator Loss: 0.4951 Epoch 1/1... Discriminator Loss: 1.1958... Generator Loss: 0.7754 Epoch 1/1... Discriminator Loss: 1.2818... Generator Loss: 0.8262 Epoch 1/1... Discriminator Loss: 1.3480... Generator Loss: 0.8062 Epoch 1/1... Discriminator Loss: 1.3226... Generator Loss: 0.5507
Epoch 1/1... Discriminator Loss: 1.2818... Generator Loss: 0.7812 Epoch 1/1... Discriminator Loss: 1.2248... Generator Loss: 0.6076 Epoch 1/1... Discriminator Loss: 1.2904... Generator Loss: 0.6009 Epoch 1/1... Discriminator Loss: 1.2046... Generator Loss: 0.5922 Epoch 1/1... Discriminator Loss: 1.2378... Generator Loss: 0.5167 Epoch 1/1... Discriminator Loss: 1.1327... Generator Loss: 0.6673 Epoch 1/1... Discriminator Loss: 1.2877... Generator Loss: 0.6210 Epoch 1/1... Discriminator Loss: 1.4161... Generator Loss: 1.6145 Epoch 1/1... Discriminator Loss: 1.4467... Generator Loss: 0.7425 Epoch 1/1... Discriminator Loss: 1.3609... Generator Loss: 0.3881 Epoch 1/1... Discriminator Loss: 1.5488... Generator Loss: 0.5332 Epoch 1/1... Discriminator Loss: 1.2084... Generator Loss: 1.1140 Epoch 1/1... Discriminator Loss: 1.2867... Generator Loss: 0.7954 Epoch 1/1... Discriminator Loss: 1.4458... Generator Loss: 0.5875 Epoch 1/1... Discriminator Loss: 1.3046... Generator Loss: 0.8359 Epoch 1/1... Discriminator Loss: 1.2543... Generator Loss: 0.6561 Epoch 1/1... Discriminator Loss: 1.2049... Generator Loss: 0.5428 Epoch 1/1... Discriminator Loss: 1.3133... Generator Loss: 0.6904 Epoch 1/1... Discriminator Loss: 1.2010... Generator Loss: 0.7127 Epoch 1/1... Discriminator Loss: 1.3843... Generator Loss: 0.9251
Epoch 1/1... Discriminator Loss: 1.4224... Generator Loss: 0.6619 Epoch 1/1... Discriminator Loss: 1.2904... Generator Loss: 0.4885 Epoch 1/1... Discriminator Loss: 1.2917... Generator Loss: 0.5956 Epoch 1/1... Discriminator Loss: 1.2358... Generator Loss: 0.8404 Epoch 1/1... Discriminator Loss: 1.3264... Generator Loss: 0.7362 Epoch 1/1... Discriminator Loss: 1.3088... Generator Loss: 0.7930 Epoch 1/1... Discriminator Loss: 1.3244... Generator Loss: 0.8036 Epoch 1/1... Discriminator Loss: 1.2800... Generator Loss: 0.5359 Epoch 1/1... Discriminator Loss: 1.2865... Generator Loss: 0.5732 Epoch 1/1... Discriminator Loss: 1.2762... Generator Loss: 0.7384 Epoch 1/1... Discriminator Loss: 1.2773... Generator Loss: 0.7780 Epoch 1/1... Discriminator Loss: 1.2804... Generator Loss: 0.5988 Epoch 1/1... Discriminator Loss: 1.3054... Generator Loss: 0.5837 Epoch 1/1... Discriminator Loss: 1.1691... Generator Loss: 0.6460 Epoch 1/1... Discriminator Loss: 1.2114... Generator Loss: 0.6576 Epoch 1/1... Discriminator Loss: 1.3140... Generator Loss: 0.6666 Epoch 1/1... Discriminator Loss: 1.1226... Generator Loss: 0.5504 Epoch 1/1... Discriminator Loss: 1.4830... Generator Loss: 0.5266 Epoch 1/1... Discriminator Loss: 1.4318... Generator Loss: 1.1763 Epoch 1/1... Discriminator Loss: 1.5233... Generator Loss: 0.3701
Epoch 1/1... Discriminator Loss: 1.3381... Generator Loss: 0.8398 Epoch 1/1... Discriminator Loss: 1.2400... Generator Loss: 0.7594 Epoch 1/1... Discriminator Loss: 1.3957... Generator Loss: 0.8166 Epoch 1/1... Discriminator Loss: 1.3973... Generator Loss: 0.7986 Epoch 1/1... Discriminator Loss: 1.2956... Generator Loss: 0.5111 Epoch 1/1... Discriminator Loss: 1.3267... Generator Loss: 0.5742 Epoch 1/1... Discriminator Loss: 1.1725... Generator Loss: 0.5782 Epoch 1/1... Discriminator Loss: 1.4159... Generator Loss: 0.6379 Epoch 1/1... Discriminator Loss: 1.1086... Generator Loss: 0.6492 Epoch 1/1... Discriminator Loss: 1.2559... Generator Loss: 0.5953 Epoch 1/1... Discriminator Loss: 1.3844... Generator Loss: 0.7692 Epoch 1/1... Discriminator Loss: 1.2289... Generator Loss: 0.5426
When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_face_generation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.